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2020 – today
- 2025
[i140]Hadi Askari, Shivanshu Gupta, Terry Tong, Fei Wang, Anshuman Chhabra, Muhao Chen:
Unraveling Indirect In-Context Learning Using Influence Functions. CoRR abs/2501.01473 (2025)- [i139]Tenghao Huang, Kinjal Basu, Ibrahim Abdelaziz, Pavan Kapanipathi, Jonathan May, Muhao Chen:
R2D2: Remembering, Reflecting and Dynamic Decision Making for Web Agents. CoRR abs/2501.12485 (2025) - 2024
- [c122]Jiongxiao Wang, Junlin Wu, Muhao Chen, Yevgeniy Vorobeychik, Chaowei Xiao:
RLHFPoison: Reward Poisoning Attack for Reinforcement Learning with Human Feedback in Large Language Models. ACL (1) 2024: 2551-2570 - [c121]Hanzi Xu, Muhao Chen, Lifu Huang, Slobodan Vucetic, Wenpeng Yin:
X-Shot: A Unified System to Handle Frequent, Few-shot and Zero-shot Learning Simultaneously in Classification. ACL (Findings) 2024: 4652-4665 - [c120]Tianyi Yan, Fei Wang, James Y. Huang, Wenxuan Zhou, Fan Yin, Aram Galstyan, Wenpeng Yin, Muhao Chen:
Contrastive Instruction Tuning. ACL (Findings) 2024: 10288-10302 - [c119]Qin Liu, Wenjie Mo, Terry Tong, Jiashu Xu, Fei Wang, Chaowei Xiao, Muhao Chen:
Mitigating Backdoor Threats to Large Language Models: Advancement and Challenges. Allerton 2024: 1-8 - [c118]Tianqing Fang, Wenxuan Zhou, Fangyu Liu, Hongming Zhang, Yangqiu Song, Muhao Chen:
On-the-fly Denoising for Data Augmentation in Natural Language Understanding. EACL (Findings) 2024: 766-781 - [c117]Yu Wang, Xiaogeng Liu, Yu Li, Muhao Chen, Chaowei Xiao:
AdaShield : Safeguarding Multimodal Large Language Models from Structure-Based Attack via Adaptive Shield Prompting. ECCV (20) 2024: 77-94 - [c116]Fei Wang, Wenxuan Zhou, James Y. Huang, Nan Xu, Sheng Zhang, Hoifung Poon, Muhao Chen:
mDPO: Conditional Preference Optimization for Multimodal Large Language Models. EMNLP 2024: 8078-8088 - [c115]Qin Liu, Fei Wang, Nan Xu, Tianyi Yan, Tao Meng, Muhao Chen:
Monotonic Paraphrasing Improves Generalization of Language Model Prompting. EMNLP (Findings) 2024: 9861-9877 - [c114]Xiaofei Wen, Bangzheng Li, Tenghao Huang, Muhao Chen:
Red Teaming Language Models for Processing Contradictory Dialogues. EMNLP 2024: 11611-11630 - [c113]Terry Tong, Qin Liu, Jiashu Xu, Muhao Chen:
Securing Multi-turn Conversational Language Models From Distributed Backdoor Attacks. EMNLP (Findings) 2024: 12833-12846 - [c112]Yufei Tian, Tenghao Huang, Miri Liu, Derek Jiang, Alexander Spangher, Muhao Chen, Jonathan May, Nanyun Peng:
Are Large Language Models Capable of Generating Human-Level Narratives? EMNLP 2024: 17659-17681 - [c111]Xiaogeng Liu, Nan Xu, Muhao Chen, Chaowei Xiao:
AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language Models. ICLR 2024 - [c110]Wenxuan Zhou, Sheng Zhang, Yu Gu, Muhao Chen, Hoifung Poon:
UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition. ICLR 2024 - [c109]Tianyang Liu, Fei Wang, Muhao Chen:
Rethinking Tabular Data Understanding with Large Language Models. NAACL-HLT 2024: 450-482 - [c108]Qin Liu, Fei Wang, Chaowei Xiao, Muhao Chen:
From Shortcuts to Triggers: Backdoor Defense with Denoised PoE. NAACL-HLT 2024: 483-496 - [c107]Victoria Graf, Qin Liu, Muhao Chen:
Two Heads are Better than One: Nested PoE for Robust Defense Against Multi-Backdoors. NAACL-HLT 2024: 706-718 - [c106]Tenghao Huang, Dongwon Jung, Vaibhav Kumar, Mohammad Kachuee, Xiang Li, Puyang Xu, Muhao Chen:
Planning and Editing What You Retrieve for Enhanced Tool Learning. NAACL-HLT (Findings) 2024: 975-988 - [c105]Lingbo Mo, Boshi Wang, Muhao Chen, Huan Sun:
How Trustworthy are Open-Source LLMs? An Assessment under Malicious Demonstrations Shows their Vulnerabilities. NAACL-HLT 2024: 2775-2792 - [c104]Jiashu Xu, Mingyu Derek Ma, Fei Wang, Chaowei Xiao, Muhao Chen:
Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models. NAACL-HLT 2024: 3111-3126 - [c103]Jiashu Xu, Fei Wang, Mingyu Derek Ma, Pang Wei Koh, Chaowei Xiao, Muhao Chen:
Instructional Fingerprinting of Large Language Models. NAACL-HLT 2024: 3277-3306 - [c102]Nan Xu, Fei Wang, Ben Zhou, Bangzheng Li, Chaowei Xiao, Muhao Chen:
Cognitive Overload: Jailbreaking Large Language Models with Overloaded Logical Thinking. NAACL-HLT (Findings) 2024: 3526-3548 - [c101]Tianqing Fang, Zhaowei Wang, Wenxuan Zhou, Hongming Zhang, Yangqiu Song, Muhao Chen:
Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal Reasoning. NAACL-HLT (Findings) 2024: 3846-3868 - [c100]Bangzheng Li, Ben Zhou, Fei Wang, Xingyu Fu, Dan Roth, Muhao Chen:
Deceptive Semantic Shortcuts on Reasoning Chains: How Far Can Models Go without Hallucination? NAACL-HLT 2024: 7675-7688 - [c99]Jiongxiao Wang, Jiazhao Li, Yiquan Li, Xiangyu Qi, Junjie Hu, Sharon Li, Patrick McDaniel, Muhao Chen, Bo Li, Chaowei Xiao:
BackdoorAlign: Mitigating Fine-tuning based Jailbreak Attack with Backdoor Enhanced Safety Alignment. NeurIPS 2024 - [i138]Yiwei Wang, Muhao Chen, Nanyun Peng, Kai-Wei Chang:
DeepEdit: Knowledge Editing as Decoding with Constraints. CoRR abs/2401.10471 (2024) - [i137]Jiashu Xu, Fei Wang, Mingyu Derek Ma, Pang Wei Koh, Chaowei Xiao, Muhao Chen:
Instructional Fingerprinting of Large Language Models. CoRR abs/2401.12255 (2024) - [i136]Yixiang Yao, Fei Wang, Srivatsan Ravi, Muhao Chen:
Privacy-Preserving Language Model Inference with Instance Obfuscation. CoRR abs/2402.08227 (2024) - [i135]Tianyi Yan, Fei Wang, James Y. Huang, Wenxuan Zhou, Fan Yin, Aram Galstyan, Wenpeng Yin, Muhao Chen:
Contrastive Instruction Tuning. CoRR abs/2402.11138 (2024) - [i134]Jiongxiao Wang, Jiazhao Li, Yiquan Li, Xiangyu Qi, Junjie Hu, Yixuan Li, Patrick McDaniel, Muhao Chen, Bo Li, Chaowei Xiao:
Mitigating Fine-tuning Jailbreak Attack with Backdoor Enhanced Alignment. CoRR abs/2402.14968 (2024) - [i133]Hanzi Xu, Muhao Chen, Lifu Huang, Slobodan Vucetic, Wenpeng Yin
:
X-Shot: A Unified System to Handle Frequent, Few-shot and Zero-shot Learning Simultaneously in Classification. CoRR abs/2403.03863 (2024) - [i132]Juan Manuel Zambrano Chaves, Shih-Cheng Huang, Yanbo Xu, Hanwen Xu, Naoto Usuyama, Sheng Zhang, Fei Wang, Yujia Xie, Mahmoud Khademi, Ziyi Yang, Hany Hassan Awadalla, Julia Gong, Houdong Hu, Jianwei Yang, Chunyuan Li, Jianfeng Gao, Yu Gu, Cliff Wong, Mu Wei, Tristan Naumann, Muhao Chen, Matthew P. Lungren, Serena Yeung-Levy, Curtis P. Langlotz, Sheng Wang, Hoifung Poon:
Training Small Multimodal Models to Bridge Biomedical Competency Gap: A Case Study in Radiology Imaging. CoRR abs/2403.08002 (2024) - [i131]Yu Wang, Xiaogeng Liu, Yu Li, Muhao Chen, Chaowei Xiao:
AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shield Prompting. CoRR abs/2403.09513 (2024) - [i130]Qin Liu, Fei Wang, Nan Xu, Tianyi Yan, Tao Meng, Muhao Chen:
Monotonic Paraphrasing Improves Generalization of Language Model Prompting. CoRR abs/2403.16038 (2024) - [i129]Tenghao Huang, Dongwon Jung, Muhao Chen:
Planning and Editing What You Retrieve for Enhanced Tool Learning. CoRR abs/2404.00450 (2024) - [i128]Victoria Graf, Qin Liu, Muhao Chen:
Two Heads are Better than One: Nested PoE for Robust Defense Against Multi-Backdoors. CoRR abs/2404.02356 (2024) - [i127]James Y. Huang, Wenxuan Zhou, Fei Wang, Fred Morstatter, Sheng Zhang, Hoifung Poon, Muhao Chen:
Offset Unlearning for Large Language Models. CoRR abs/2404.11045 (2024) - [i126]Xiaofei Wen, Bangzheng Li, Tenghao Huang, Muhao Chen:
Red Teaming Language Models for Contradictory Dialogues. CoRR abs/2405.10128 (2024) - [i125]Siyuan Ma, Weidi Luo, Yu Wang, Xiaogeng Liu, Muhao Chen, Bo Li, Chaowei Xiao:
Visual-RolePlay: Universal Jailbreak Attack on MultiModal Large Language Models via Role-playing Image Characte. CoRR abs/2405.20773 (2024) - [i124]Hadi Askari, Anshuman Chhabra, Muhao Chen, Prasant Mohapatra:
Assessing LLMs for Zero-shot Abstractive Summarization Through the Lens of Relevance Paraphrasing. CoRR abs/2406.03993 (2024) - [i123]Fei Wang, Xingyu Fu, James Y. Huang, Zekun Li, Qin Liu, Xiaogeng Liu, Mingyu Derek Ma, Nan Xu, Wenxuan Zhou, Kai Zhang, Tianyi Lorena Yan, Wenjie Jacky Mo, Hsiang-Hui Liu, Pan Lu, Chunyuan Li, Chaowei Xiao, Kai-Wei Chang, Dan Roth, Sheng Zhang, Hoifung Poon, Muhao Chen:
MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding. CoRR abs/2406.09411 (2024) - [i122]Bangzheng Li, Ben Zhou, Xingyu Fu, Fei Wang, Dan Roth, Muhao Chen:
FamiCom: Further Demystifying Prompts for Language Models with Task-Agnostic Performance Estimation. CoRR abs/2406.11243 (2024) - [i121]Fei Wang, Wenxuan Zhou, James Y. Huang, Nan Xu, Sheng Zhang, Hoifung Poon, Muhao Chen:
mDPO: Conditional Preference Optimization for Multimodal Large Language Models. CoRR abs/2406.11839 (2024) - [i120]Nan Xu, Fei Wang, Sheng Zhang, Hoifung Poon, Muhao Chen:
From Introspection to Best Practices: Principled Analysis of Demonstrations in Multimodal In-Context Learning. CoRR abs/2407.00902 (2024) - [i119]Terry Tong, Jiashu Xu, Qin Liu, Muhao Chen:
Securing Multi-turn Conversational Language Models Against Distributed Backdoor Triggers. CoRR abs/2407.04151 (2024) - [i118]Yubo Zhang, Shudi Hou, Mingyu Derek Ma, Wei Wang, Muhao Chen, Jieyu Zhao:
CLIMB: A Benchmark of Clinical Bias in Large Language Models. CoRR abs/2407.05250 (2024) - [i117]Muhao Chen, Jing Qin:
Form-Finding and Physical Property Predictions of Tensegrity Structures Using Deep Neural Networks. CoRR abs/2407.12006 (2024) - [i116]Yufei Tian, Tenghao Huang, Miri Liu, Derek Jiang, Alexander Spangher, Muhao Chen, Jonathan May, Nanyun Peng:
Are Large Language Models Capable of Generating Human-Level Narratives? CoRR abs/2407.13248 (2024) - [i115]Dongwon Jung, Qin Liu, Tenghao Huang, Ben Zhou, Muhao Chen:
Familiarity-aware Evidence Compression for Retrieval Augmented Generation. CoRR abs/2409.12468 (2024) - [i114]Tenghao Huang, Donghee Lee, John Sweeney, Jiatong Shi, Emily Steliotes, Matthew Lange, Jonathan May, Muhao Chen:
FoodPuzzle: Developing Large Language Model Agents as Flavor Scientists. CoRR abs/2409.12832 (2024) - [i113]Qin Liu, Wenjie Mo, Terry Tong, Jiashu Xu, Fei Wang, Chaowei Xiao, Muhao Chen:
Mitigating Backdoor Threats to Large Language Models: Advancement and Challenges. CoRR abs/2409.19993 (2024) - [i112]Tinghui Zhu, Qin Liu, Fei Wang, Zhengzhong Tu, Muhao Chen:
Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models. CoRR abs/2410.03659 (2024) - [i111]Qin Liu, Fei Wang, Chaowei Xiao, Muhao Chen:
SudoLM: Learning Access Control of Parametric Knowledge with Authorization Alignment. CoRR abs/2410.14676 (2024) - [i110]Luyang Zhao, Yitao Jiang, Chun-Yi She, Muhao Chen, Devin J. Balkcom:
SoftSnap: Rapid Prototyping of Untethered Soft Robots Using Snap-Together Modules. CoRR abs/2410.19169 (2024) - [i109]Jiongxiao Wang, Fangzhou Wu, Wendi Li, Jinsheng Pan, Edward Suh, Z. Morley Mao, Muhao Chen, Chaowei Xiao:
FATH: Authentication-based Test-time Defense against Indirect Prompt Injection Attacks. CoRR abs/2410.21492 (2024) - [i108]Luyang Zhao, Yitao Jiang, Chun-Yi She, Mingi Jeong, Haibo Dong, Alberto Quattrini Li, Muhao Chen, Devin J. Balkcom:
An Untethered Bioinspired Robotic Tensegrity Dolphin with Multi-Flexibility Design for Aquatic Locomotion. CoRR abs/2411.00347 (2024) - [i107]Yingzi Ma, Jiongxiao Wang, Fei Wang, Siyuan Ma, Jiazhao Li, Xiujun Li, Furong Huang, Lichao Sun, Bo Li, Yejin Choi, Muhao Chen, Chaowei Xiao:
Benchmarking Vision Language Model Unlearning via Fictitious Facial Identity Dataset. CoRR abs/2411.03554 (2024) - [i106]Zilan Wang, Junfeng Guo, Jiacheng Zhu, Yiming Li, Heng Huang, Muhao Chen, Zhengzhong Tu:
SleeperMark: Towards Robust Watermark against Fine-Tuning Text-to-image Diffusion Models. CoRR abs/2412.04852 (2024) - [i105]Jingyuan Qi, Zian Jia, Minqian Liu, Wangzhi Zhan, Junkai Zhang, Xiaofei Wen, Jingru Gan, Jianpeng Chen, Qin Liu, Mingyu Derek Ma, Bangzheng Li, Haohui Wang, Adithya Kulkarni, Muhao Chen, Dawei Zhou, Ling Li, Wei Wang, Lifu Huang:
MetaScientist: A Human-AI Synergistic Framework for Automated Mechanical Metamaterial Design. CoRR abs/2412.16270 (2024) - 2023
- [c98]Fei Wang, James Y. Huang, Tianyi Yan, Wenxuan Zhou, Muhao Chen:
Robust Natural Language Understanding with Residual Attention Debiasing. ACL (Findings) 2023: 504-519 - [c97]Tanay Dixit, Fei Wang, Muhao Chen:
Improving Factuality of Abstractive Summarization without Sacrificing Summary Quality. ACL (2) 2023: 902-913 - [c96]Shudi Hou, Yu Xia, Muhao Chen, Sujian Li:
Contrastive Bootstrapping for Label Refinement. ACL (2) 2023: 976-985 - [c95]Jiashu Xu, Mingyu Derek Ma, Muhao Chen:
Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction? ACL (1) 2023: 2450-2467 - [c94]Xinze Li, Yixin Cao, Muhao Chen, Aixin Sun:
Take a Break in the Middle: Investigating Subgoals towards Hierarchical Script Generation. ACL (Findings) 2023: 10129-10147 - [c93]Keming Lu, I-Hung Hsu, Wenxuan Zhou, Mingyu Derek Ma, Muhao Chen:
Multi-hop Evidence Retrieval for Cross-document Relation Extraction. ACL (Findings) 2023: 10336-10351 - [c92]Wenxuan Zhou, Sheng Zhang, Tristan Naumann, Muhao Chen, Hoifung Poon:
Continual Contrastive Finetuning Improves Low-Resource Relation Extraction. ACL (1) 2023: 13249-13263 - [c91]Wenpeng Yin, Muhao Chen, Ben Zhou, Qiang Ning, Kai-Wei Chang, Dan Roth:
Indirectly Supervised Natural Language Processing. ACL (tutorial) 2023: 32-40 - [c90]Minh Pham, Craig A. Knoblock, Muhao Chen:
Detecting Semantic Errors in Tables using Textual Evidence. IEEE Big Data 2023: 292-303 - [c89]Yiwei Wang, Bryan Hooi, Fei Wang, Yujun Cai, Yuxuan Liang, Wenxuan Zhou, Jing Tang, Manjuan Duan, Muhao Chen:
How Fragile is Relation Extraction under Entity Replacements? CoNLL 2023: 414-423 - [c88]Haoyu Wang, Hongming Zhang, Yuqian Deng, Jacob R. Gardner, Dan Roth, Muhao Chen:
Extracting or Guessing? Improving Faithfulness of Event Temporal Relation Extraction. EACL 2023: 541-553 - [c87]Xiaocong Yang, James Y. Huang, Wenxuan Zhou, Muhao Chen:
Parameter-Efficient Tuning with Special Token Adaptation. EACL 2023: 865-872 - [c86]Yiwei Wang, Yujun Cai, Muhao Chen, Yuxuan Liang, Bryan Hooi:
Primacy Effect of ChatGPT. EMNLP 2023: 108-115 - [c85]Haoyu Wang, Hongming Zhang, Yueguan Wang, Yuqian Deng, Muhao Chen, Dan Roth:
Are All Steps Equally Important? Benchmarking Essentiality Detection in Event Processes. EMNLP 2023: 4048-4056 - [c84]Zekun Li, Wenxuan Zhou, Yao-Yi Chiang, Muhao Chen:
GeoLM: Empowering Language Models for Geospatially Grounded Language Understanding. EMNLP 2023: 5227-5240 - [c83]Shikhar Singh, Ehsan Qasemi, Muhao Chen:
VIPHY: Probing "Visible" Physical Commonsense Knowledge. EMNLP (Findings) 2023: 7113-7128 - [c82]Tenghao Huang, Ehsan Qasemi, Bangzheng Li, He Wang, Faeze Brahman, Muhao Chen, Snigdha Chaturvedi:
Affective and Dynamic Beam Search for Story Generation. EMNLP (Findings) 2023: 11792-11806 - [c81]Wenxuan Zhou, Sheng Zhang, Hoifung Poon, Muhao Chen:
Context-faithful Prompting for Large Language Models. EMNLP (Findings) 2023: 14544-14556 - [c80]James Y. Huang, Wenlin Yao, Kaiqiang Song, Hongming Zhang, Muhao Chen, Dong Yu:
Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional Operations. EMNLP 2023: 14584-14595 - [c79]Nan Xu, Fei Wang, Mingtao Dong, Muhao Chen:
Dense Retrieval as Indirect Supervision for Large-space Decision Making. EMNLP (Findings) 2023: 15021-15033 - [c78]Fei Wang, Wenjie Mo, Yiwei Wang, Wenxuan Zhou, Muhao Chen:
A Causal View of Entity Bias in (Large) Language Models. EMNLP (Findings) 2023: 15173-15184 - [c77]Peifeng Wang, Aaron Chan, Filip Ilievski, Muhao Chen, Xiang Ren:
PINTO: Faithful Language Reasoning Using Prompt-Generated Rationales. ICLR 2023 - [c76]Bonan Kou, Muhao Chen, Tianyi Zhang:
Automated Summarization of Stack Overflow Posts. ICSE 2023: 1853-1865 - [c75]Fei Wang, Kuan-Hao Huang, Kai-Wei Chang, Muhao Chen:
Self-Augmentation Improves Zero-Shot Cross-Lingual Transfer. IJCNLP (2) 2023: 1-9 - [c74]Tai Nguyen, Yifeng Di, Joohan Lee, Muhao Chen, Tianyi Zhang:
Software Entity Recognition with Noise-Robust Learning. ASE 2023: 484-496 - [c73]Zhongkai Zhao, Bonan Kou, Mohamed Yilmaz Ibrahim, Muhao Chen, Tianyi Zhang:
Knowledge-Based Version Incompatibility Detection for Deep Learning. ESEC/SIGSOFT FSE 2023: 708-719 - [i104]Wenxuan Zhou, Sheng Zhang, Hoifung Poon, Muhao Chen:
Context-faithful Prompting for Large Language Models. CoRR abs/2303.11315 (2023) - [i103]Xinze Li, Yixin Cao, Muhao Chen, Aixin Sun:
Take a Break in the Middle: Investigating Subgoals towards Hierarchical Script Generation. CoRR abs/2305.10907 (2023) - [i102]Yiwei Wang, Bryan Hooi, Fei Wang, Yujun Cai, Yuxuan Liang, Wenxuan Zhou, Jing Tang, Manjuan Duan, Muhao Chen:
How Fragile is Relation Extraction under Entity Replacements? CoRR abs/2305.13551 (2023) - [i101]James Y. Huang, Wenlin Yao, Kaiqiang Song, Hongming Zhang, Muhao Chen, Dong Yu:
Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional Operations. CoRR abs/2305.14599 (2023) - [i100]Fei Wang, Wenjie Mo, Yiwei Wang, Wenxuan Zhou, Muhao Chen:
A Causal View of Entity Bias in (Large) Language Models. CoRR abs/2305.14695 (2023) - [i99]Jiashu Xu, Mingyu Derek Ma, Fei Wang, Chaowei Xiao, Muhao Chen:
Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models. CoRR abs/2305.14710 (2023) - [i98]Qin Liu, Fei Wang, Chaowei Xiao, Muhao Chen:
From Shortcuts to Triggers: Backdoor Defense with Denoised PoE. CoRR abs/2305.14910 (2023) - [i97]Jiongxiao Wang, Zichen Liu, Keun Hee Park, Muhao Chen, Chaowei Xiao:
Adversarial Demonstration Attacks on Large Language Models. CoRR abs/2305.14950 (2023) - [i96]Tianqing Fang, Zhaowei Wang, Wenxuan Zhou, Hongming Zhang, Yangqiu Song, Muhao Chen:
Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal Reasoning. CoRR abs/2305.14970 (2023) - [i95]Tanay Dixit, Fei Wang, Muhao Chen:
Improving Factuality of Abstractive Summarization without Sacrificing Summary Quality. CoRR abs/2305.14981 (2023) - [i94]Bonan Kou, Muhao Chen, Tianyi Zhang:
Automated Summarization of Stack Overflow Posts. CoRR abs/2305.16680 (2023) - [i93]Fei Wang, James Y. Huang, Tianyi Yan, Wenxuan Zhou, Muhao Chen:
Robust Natural Language Understanding with Residual Attention Debiasing. CoRR abs/2305.17627 (2023) - [i92]Ehsan Qasemi, Amani R. Maina-Kilaas, Devadutta Dash, Khalid Alsaggaf, Muhao Chen:
Preconditioned Visual Language Inference with Weak Supervision. CoRR abs/2306.01753 (2023) - [i91]Shudi Hou, Yu Xia, Muhao Chen, Sujian Li:
Contrastive Bootstrapping for Label Refinement. CoRR abs/2306.04544 (2023) - [i90]Wenxuan Zhou, Sheng Zhang, Yu Gu, Muhao Chen, Hoifung Poon:
UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition. CoRR abs/2308.03279 (2023) - [i89]Tai Nguyen, Yifeng Di, Joohan Lee, Muhao Chen, Tianyi Zhang:
Software Entity Recognition with Noise-Robust Learning. CoRR abs/2308.10564 (2023) - [i88]Zhongkai Zhao, Bonan Kou, Mohamed Yilmaz Ibrahim, Muhao Chen, Tianyi Zhang:
Knowledge-Based Version Incompatibility Detection for Deep Learning. CoRR abs/2308.13276 (2023) - [i87]Fei Wang, Kuan-Hao Huang, Kai-Wei Chang, Muhao Chen:
Self-Augmentation Improves Zero-Shot Cross-Lingual Transfer. CoRR abs/2309.10891 (2023) - [i86]Peifang Wang, Olga Golovneva, Armen Aghajanyan, Xiang Ren, Muhao Chen, Asli Celikyilmaz, Maryam Fazel-Zarandi:
DOMINO: A Dual-System for Multi-step Visual Language Reasoning. CoRR abs/2310.02804 (2023) - [i85]Xiaogeng Liu, Nan Xu, Muhao Chen, Chaowei Xiao:
AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language Models. CoRR abs/2310.04451 (2023) - [i84]Yiwei Wang, Yujun Cai, Muhao Chen, Yuxuan Liang, Bryan Hooi:
Primacy Effect of ChatGPT. CoRR abs/2310.13206 (2023) - [i83]Zekun Li, Wenxuan Zhou, Yao-Yi Chiang, Muhao Chen:
GeoLM: Empowering Language Models for Geospatially Grounded Language Understanding. CoRR abs/2310.14478 (2023) - [i82]Tenghao Huang, Ehsan Qasemi, Bangzheng Li, He Wang, Faeze Brahman, Muhao Chen, Snigdha Chaturvedi:
Affective and Dynamic Beam Search for Story Generation. CoRR abs/2310.15079 (2023) - [i81]Nan Xu, Fei Wang, Mingtao Dong, Muhao Chen:
Dense Retrieval as Indirect Supervision for Large-space Decision Making. CoRR abs/2310.18619 (2023) - [i80]Lingbo Mo, Boshi Wang, Muhao Chen, Huan Sun:
How Trustworthy are Open-Source LLMs? An Assessment under Malicious Demonstrations Shows their Vulnerabilities. CoRR abs/2311.09447 (2023) - [i79]Jiongxiao Wang, Junlin Wu, Muhao Chen, Yevgeniy Vorobeychik, Chaowei Xiao:
On the Exploitability of Reinforcement Learning with Human Feedback for Large Language Models. CoRR abs/2311.09641 (2023) - [i78]Bangzheng Li, Ben Zhou, Fei Wang, Xingyu Fu, Dan Roth, Muhao Chen:
Deceiving Semantic Shortcuts on Reasoning Chains: How Far Can Models Go without Hallucination? CoRR abs/2311.09702 (2023) - [i77]Wenjie Mo, Jiashu Xu, Qin Liu, Jiongxiao Wang, Jun Yan, Chaowei Xiao, Muhao Chen:
Test-time Backdoor Mitigation for Black-Box Large Language Models with Defensive Demonstrations. CoRR abs/2311.09763 (2023) - [i76]Nan Xu, Fei Wang, Ben Zhou, Bangzheng Li, Chaowei Xiao, Muhao Chen:
Cognitive Overload: Jailbreaking Large Language Models with Overloaded Logical Thinking. CoRR abs/2311.09827 (2023) - [i75]Tianyang Liu, Fei Wang, Muhao Chen:
Rethinking Tabular Data Understanding with Large Language Models. CoRR abs/2312.16702 (2023) - 2022
- [j9]Tianran Zhang, Muhao Chen, Alex A. T. Bui:
AdaDiag: Adversarial Domain Adaptation of Diagnostic Prediction with Clinical Event Sequences. J. Biomed. Informatics 134: 104168 (2022) - [j8]Shuo Ma, Muhao Chen, Robert E. Skelton:
TsgFEM: Tensegrity Finite Element Method. J. Open Source Softw. 7(75): 3390 (2022) - [j7]Bangzheng Li, Wenpeng Yin, Muhao Chen:
Ultra-fine Entity Typing with Indirect Supervision from Natural Language Inference. Trans. Assoc. Comput. Linguistics 10: 607-622 (2022) - [c72]Wenxuan Zhou, Fangyu Liu, Ivan Vulic, Nigel Collier, Muhao Chen:
Prix-LM: Pretraining for Multilingual Knowledge Base Construction. ACL (1) 2022: 5412-5424 - [c71]Jihoon Sohn, Mingyu Derek Ma, Muhao Chen:
Bending the Future: Autoregressive Modeling of Temporal Knowledge Graphs in Curvature-Variable Hyperbolic Spaces. AKBC 2022 - [c70]Zekun Li, Jina Kim, Yao-Yi Chiang, Muhao Chen:
SpaBERT: A Pretrained Language Model from Geographic Data for Geo-Entity Representation. EMNLP (Findings) 2022: 2757-2769 - [c69]Wenxuan Zhou, Fangyu Liu, Huan Zhang, Muhao Chen:
Sharpness-Aware Minimization with Dynamic Reweighting. EMNLP (Findings) 2022: 5686-5699 - [c68]Fei Wang, Kaiqiang Song, Hongming Zhang, Lifeng Jin, Sangwoo Cho, Wenlin Yao, Xiaoyang Wang, Muhao Chen, Dong Yu:
Salience Allocation as Guidance for Abstractive Summarization. EMNLP 2022: 6094-6106 - [c67]Keming Lu, I-Hung Hsu, Wenxuan Zhou, Mingyu Derek Ma, Muhao Chen:
Summarization as Indirect Supervision for Relation Extraction. EMNLP (Findings) 2022: 6575-6594 - [c66]Ehsan Qasemi, Filip Ilievski, Muhao Chen, Pedro A. Szekely:
PaCo: Preconditions Attributed to Commonsense Knowledge. EMNLP (Findings) 2022: 6781-6796 - [c65]Nan Xu, Fei Wang, Bangzheng Li, Mingtao Dong, Muhao Chen:
Does Your Model Classify Entities Reasonably? Diagnosing and Mitigating Spurious Correlations in Entity Typing. EMNLP 2022: 8642-8658 - [c64]Peifeng Wang, Jonathan Zamora, Junfeng Liu, Filip Ilievski, Muhao Chen, Xiang Ren:
Contextualized Scene Imagination for Generative Commonsense Reasoning. ICLR 2022 - [c63]Wenxuan Zhou, Muhao Chen:
An Improved Baseline for Sentence-level Relation Extraction. AACL/IJCNLP (2) 2022: 161-168 - [c62]Ehsan Qasemi, Piyush Khanna, Qiang Ning, Muhao Chen:
PInKS: Preconditioned Commonsense Inference with Minimal Supervision. AACL/IJCNLP (1) 2022: 320-336 - [c61]Bonan Kou, Yifeng Di, Muhao Chen, Tianyi Zhang:
SOSum: A Dataset of Stack Overflow Post Summaries. MSR 2022: 247-251 - [c60]Juncheng Liu, Zequn Sun, Bryan Hooi, Yiwei Wang, Dayiheng Liu, Baosong Yang, Xiaokui Xiao, Muhao Chen:
Dangling-Aware Entity Alignment with Mixed High-Order Proximities. NAACL-HLT (Findings) 2022: 1172-1184 - [c59]Yiwei Wang, Muhao Chen, Wenxuan Zhou, Yujun Cai, Yuxuan Liang, Bryan Hooi:
GraphCache: Message Passing as Caching for Sentence-Level Relation Extraction. NAACL-HLT (Findings) 2022: 1698-1708 - [c58]James Y. Huang, Bangzheng Li, Jiashu Xu, Muhao Chen:
Unified Semantic Typing with Meaningful Label Inference. NAACL-HLT 2022: 2642-2654 - [c57]Yiwei Wang, Muhao Chen, Wenxuan Zhou, Yujun Cai, Yuxuan Liang, Dayiheng Liu, Baosong Yang, Juncheng Liu, Bryan Hooi:
Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis. NAACL-HLT 2022: 3071-3081 - [c56]Wenxuan Zhou, Qiang Ning, Heba Elfardy, Kevin Small, Muhao Chen:
Answer Consolidation: Formulation and Benchmarking. NAACL-HLT 2022: 4314-4325 - [c55]Fei Wang, Zhewei Xu, Pedro A. Szekely, Muhao Chen:
Robust (Controlled) Table-to-Text Generation with Structure-Aware Equivariance Learning. NAACL-HLT 2022: 5037-5048 - [i74]Bangzheng Li, Wenpeng Yin, Muhao Chen:
Ultra-fine Entity Typing with Indirect Supervision from Natural Language Inference. CoRR abs/2202.06167 (2022) - [i73]Wenxuan Zhou, Qiang Ning, Heba Elfardy, Kevin Small, Muhao Chen:
Answer Consolidation: Formulation and Benchmarking. CoRR abs/2205.00042 (2022) - [i72]James Y. Huang, Bangzheng Li, Jiashu Xu, Muhao Chen:
Unified Semantic Typing with Meaningful Label Inference. CoRR abs/2205.01826 (2022) - [i71]Juncheng Liu, Zequn Sun, Bryan Hooi, Yiwei Wang, Dayiheng Liu, Baosong Yang, Xiaokui Xiao, Muhao Chen:
Dangling-Aware Entity Alignment with Mixed High-Order Proximities. CoRR abs/2205.02406 (2022) - [i70]Yiwei Wang, Muhao Chen, Wenxuan Zhou, Yujun Cai, Yuxuan Liang, Dayiheng Liu, Baosong Yang, Juncheng Liu, Bryan Hooi:
Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis. CoRR abs/2205.03784 (2022) - [i69]Yiwei Wang, Muhao Chen, Wenxuan Zhou, Yujun Cai, Yuxuan Liang, Bryan Hooi:
GRAPHCACHE: Message Passing as Caching for Sentence-Level Relation Extraction. CoRR abs/2205.03786 (2022) - [i68]Fei Wang, Zhewei Xu, Pedro A. Szekely, Muhao Chen:
Robust (Controlled) Table-to-Text Generation with Structure-Aware Equivariance Learning. CoRR abs/2205.03972 (2022) - [i67]Keming Lu, I-Hung Hsu, Wenxuan Zhou, Mingyu Derek Ma, Muhao Chen:
Summarization as Indirect Supervision for Relation Extraction. CoRR abs/2205.09837 (2022) - [i66]Nan Xu, Fei Wang, Bangzheng Li, Mingtao Dong, Muhao Chen:
Does Your Model Classify Entities Reasonably? Diagnosing and Mitigating Spurious Correlations in Entity Typing. CoRR abs/2205.12640 (2022) - [i65]Shuo Ma, Yiqian Chen, Muhao Chen, Robert E. Skelton:
Equilibrium and stiffness study of clustered tensegrity structures with the consideration of pulley sizes. CoRR abs/2206.05048 (2022) - [i64]Ehsan Qasemi, Piyush Khanna, Qiang Ning, Muhao Chen:
PInKS: Preconditioned Commonsense Inference with Minimal Supervision. CoRR abs/2206.07920 (2022) - [i63]Shuo Ma, Kai Lu, Muhao Chen, Robert E. Skelton:
Design and control analysis of a deployable clustered hyperbolic paraboloid cable net. CoRR abs/2206.13511 (2022) - [i62]Qibang Liu, Muhao Chen, Robert E. Skelton:
An extended ordinary state-based peridynamics for non-spherical horizons. CoRR abs/2207.06497 (2022) - [i61]Jihoon Sohn, Mingyu Derek Ma, Muhao Chen:
Bending the Future: Autoregressive Modeling of Temporal Knowledge Graphs in Curvature-Variable Hyperbolic Spaces. CoRR abs/2209.05635 (2022) - [i60]Shikhar Singh, Ehsan Qasemi, Muhao Chen:
VIPHY: Probing "Visible" Physical Commonsense Knowledge. CoRR abs/2209.07000 (2022) - [i59]Hongming Zhang, Yueguan Wang, Yuqian Deng, Haoyu Wang, Muhao Chen, Dan Roth:
Are All Steps Equally Important? Benchmarking Essentiality Detection of Events. CoRR abs/2210.04074 (2022) - [i58]Xiaocong Yang, James Y. Huang, Wenxuan Zhou, Muhao Chen:
Parameter-Efficient Tuning with Special Token Adaptation. CoRR abs/2210.04382 (2022) - [i57]Haoyu Wang, Hongming Zhang, Yuqian Deng, Jacob R. Gardner, Dan Roth, Muhao Chen:
Extracting or Guessing? Improving Faithfulness of Event Temporal Relation Extraction. CoRR abs/2210.04992 (2022) - [i56]Zekun Li, Jina Kim, Yao-Yi Chiang, Muhao Chen:
SpaBERT: A Pretrained Language Model from Geographic Data for Geo-Entity Representation. CoRR abs/2210.12213 (2022) - [i55]Fei Wang, Kaiqiang Song, Hongming Zhang, Lifeng Jin, Sangwoo Cho, Wenlin Yao, Xiaoyang Wang, Muhao Chen, Dong Yu:
Salience Allocation as Guidance for Abstractive Summarization. CoRR abs/2210.12330 (2022) - [i54]Peifeng Wang, Aaron Chan, Filip Ilievski, Muhao Chen, Xiang Ren:
PINTO: Faithful Language Reasoning Using Prompt-Generated Rationales. CoRR abs/2211.01562 (2022) - [i53]Tianqing Fang, Wenxuan Zhou, Fangyu Liu, Hongming Zhang, Yangqiu Song, Muhao Chen:
On-the-fly Denoising for Data Augmentation in Natural Language Understanding. CoRR abs/2212.10558 (2022) - [i52]Jiashu Xu, Mingyu Derek Ma, Muhao Chen:
Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction? CoRR abs/2212.10784 (2022) - [i51]Keming Lu, I-Hung Hsu, Wenxuan Zhou, Mingyu Derek Ma, Muhao Chen:
Multi-hop Evidence Retrieval for Cross-document Relation Extraction. CoRR abs/2212.10786 (2022) - [i50]Wenxuan Zhou, Sheng Zhang, Tristan Naumann, Muhao Chen, Hoifung Poon:
Continual Contrastive Finetuning Improves Low-Resource Relation Extraction. CoRR abs/2212.10823 (2022) - 2021
- [j6]Jyun-Yu Jiang, Chelsea J.-T. Ju, Junheng Hao, Muhao Chen, Wei Wang:
JEDI: circular RNA prediction based on junction encoders and deep interaction among splice sites. Bioinform. 37(Supplement): 289-298 (2021) - [c54]Fangyu Liu, Muhao Chen, Dan Roth, Nigel Collier:
Visual Pivoting for (Unsupervised) Entity Alignment. AAAI 2021: 4257-4266 - [c53]Cunchao Zhu, Muhao Chen, Changjun Fan, Guangquan Cheng, Yan Zhang:
Learning from History: Modeling Temporal Knowledge Graphs with Sequential Copy-Generation Networks. AAAI 2021: 4732-4740 - [c52]Zequn Sun, Muhao Chen, Wei Hu:
Knowing the No-match: Entity Alignment with Dangling Cases. ACL/IJCNLP (1) 2021: 3582-3593 - [c51]Peifeng Wang, Filip Ilievski, Muhao Chen, Xiang Ren:
Do Language Models Perform Generalizable Commonsense Inference? ACL/IJCNLP (Findings) 2021: 3681-3688 - [c50]Kexuan Sun, Fei Wang, Muhao Chen, Jay Pujara:
Tabular Functional Block Detection with Embedding-based Agglomerative Cell Clustering. CIKM 2021: 1744-1753 - [c49]Muhao Chen, Weijia Shi, Ben Zhou, Dan Roth:
Cross-lingual Entity Alignment with Incidental Supervision. EACL 2021: 645-658 - [c48]Wenxuan Zhou, Fangyu Liu, Muhao Chen:
Contrastive Out-of-Distribution Detection for Pretrained Transformers. EMNLP (1) 2021: 1100-1111 - [c47]Xiyang Zhang, Muhao Chen, Jonathan May:
Salience-Aware Event Chain Modeling for Narrative Understanding. EMNLP (1) 2021: 1418-1428 - [c46]Fei Wang, Kexuan Sun, Jay Pujara, Pedro A. Szekely, Muhao Chen:
Table-based Fact Verification With Salience-aware Learning. EMNLP (Findings) 2021: 4025-4036 - [c45]Mingyu Derek Ma, Muhao Chen, Te-Lin Wu, Nanyun Peng:
HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning. EMNLP (Findings) 2021: 4182-4194 - [c44]Haoyu Wang, Hongming Zhang, Muhao Chen, Dan Roth:
Learning Constraints and Descriptive Segmentation for Subevent Detection. EMNLP (1) 2021: 5216-5226 - [c43]Wenxuan Zhou, Muhao Chen:
Learning from Noisy Labels for Entity-Centric Information Extraction. EMNLP (1) 2021: 5381-5392 - [c42]Minh Pham, Craig A. Knoblock, Muhao Chen, Binh Vu, Jay Pujara:
SPADE: A Semi-supervised Probabilistic Approach for Detecting Errors in Tables. IJCAI 2021: 3543-3551 - [c41]Jay Pujara, Pedro A. Szekely, Huan Sun, Muhao Chen:
From Tables to Knowledge: Recent Advances in Table Understanding. KDD 2021: 4060-4061 - [c40]Xuelu Chen, Michael Boratko, Muhao Chen, Shib Sankar Dasgupta, Xiang Lorraine Li, Andrew McCallum:
Probabilistic Box Embeddings for Uncertain Knowledge Graph Reasoning. NAACL-HLT 2021: 882-893 - [c39]Fei Wang, Kexuan Sun, Muhao Chen, Jay Pujara, Pedro A. Szekely:
Retrieving Complex Tables with Multi-Granular Graph Representation Learning. SIGIR 2021: 1472-1482 - [i49]Wenxuan Zhou, Muhao Chen:
An Improved Baseline for Sentence-level Relation Extraction. CoRR abs/2102.01373 (2021) - [i48]Changping Meng, Muhao Chen, Jie Mao, Jennifer Neville:
ReadNet: A Hierarchical Transformer Framework for Web Article Readability Analysis. CoRR abs/2103.04083 (2021) - [i47]Junheng Hao, Chelsea Ju, Muhao Chen, Yizhou Sun, Carlo Zaniolo, Wei Wang:
Bio-JOIE: Joint Representation Learning of Biological Knowledge Bases. CoRR abs/2103.04283 (2021) - [i46]Junheng Hao, Muhao Chen, Wenchao Yu, Yizhou Sun, Wei Wang:
Universal Representation Learning of Knowledge Bases by Jointly Embedding Instances and Ontological Concepts. CoRR abs/2103.08115 (2021) - [i45]Xuelu Chen, Michael Boratko, Muhao Chen, Shib Sankar Dasgupta, Xiang Lorraine Li, Andrew McCallum:
Probabilistic Box Embeddings for Uncertain Knowledge Graph Reasoning. CoRR abs/2104.04597 (2021) - [i44]Wenxuan Zhou, Muhao Chen:
Learning from Noisy Labels for Entity-Centric Information Extraction. CoRR abs/2104.08656 (2021) - [i43]Ehsan Qasemi, Filip Ilievski, Muhao Chen, Pedro A. Szekely:
CoreQuisite: Circumstantial Preconditions of Common Sense Knowledge. CoRR abs/2104.08712 (2021) - [i42]Wenxuan Zhou, Muhao Chen:
Contrastive Out-of-Distribution Detection for Pretrained Transformers. CoRR abs/2104.08812 (2021) - [i41]Fei Wang, Kexuan Sun, Muhao Chen, Jay Pujara, Pedro A. Szekely:
Retrieving Complex Tables with Multi-Granular Graph Representation Learning. CoRR abs/2105.01736 (2021) - [i40]Shuo Ma, Muhao Chen, Robert E. Skelton:
Tensegrity system dynamics based on finite element method. CoRR abs/2106.02176 (2021) - [i39]Zequn Sun, Muhao Chen, Wei Hu:
Knowing the No-match: Entity Alignment with Dangling Cases. CoRR abs/2106.02248 (2021) - [i38]Mohamed Khaled, Srivignesh Srinivasan, Alkassoum Toure, Muhao Chen, Emily Kincaid, Thomas Lopaz, Luis Rodriguez, Jessica Ezemba, Ayodeji Adeniran, Teresa Valdez, Uthej Vattipalli, Le Linh, Ahmed Madi, Eduardo Gildin, Robert E. Skelton, Sam Noynaert, George Moridis:
DREAMS: Drilling and Extraction Automated System. CoRR abs/2106.05874 (2021) - [i37]Shuo Ma, Muhao Chen, Xingfei Yuan, Robert E. Skelton:
Design and analysis of deployable clustered tensegrity cable domes. CoRR abs/2106.08424 (2021) - [i36]Peifeng Wang, Filip Ilievski, Muhao Chen, Xiang Ren:
Do Language Models Perform Generalizable Commonsense Inference? CoRR abs/2106.11533 (2021) - [i35]Fei Wang, Kexuan Sun, Jay Pujara, Pedro A. Szekely, Muhao Chen:
Table-based Fact Verification with Salience-aware Learning. CoRR abs/2109.04053 (2021) - [i34]Haoyu Wang, Hongming Zhang, Muhao Chen, Dan Roth:
Learning Constraints and Descriptive Segmentation for Subevent Detection. CoRR abs/2109.06316 (2021) - [i33]Xiyang Zhang, Muhao Chen, Jonathan May:
Salience-Aware Event Chain Modeling for Narrative Understanding. CoRR abs/2109.10475 (2021) - [i32]Mingyu Derek Ma, Muhao Chen, Te-Lin Wu, Nanyun Peng:
HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning. CoRR abs/2109.10500 (2021) - [i31]Wenxuan Zhou, Fangyu Liu, Ivan Vulic, Nigel Collier, Muhao Chen:
Prix-LM: Pretraining for Multilingual Knowledge Base Construction. CoRR abs/2110.08443 (2021) - [i30]Shuo Ma, Muhao Chen, Robert E. Skelton:
Dynamics and control of clustered tensegrity systems. CoRR abs/2110.09898 (2021) - [i29]Yiwei Wang, Yujun Cai, Yuxuan Liang, Wei Wang, Henghui Ding, Muhao Chen, Jing Tang, Bryan Hooi:
Structure-Aware Label Smoothing for Graph Neural Networks. CoRR abs/2112.00499 (2021) - [i28]Peifeng Wang, Jonathan Zamora, Junfeng Liu, Filip Ilievski, Muhao Chen, Xiang Ren:
Contextualized Scene Imagination for Generative Commonsense Reasoning. CoRR abs/2112.06318 (2021) - [i27]Wenxuan Zhou, Muhao Chen:
δ-SAM: Sharpness-Aware Minimization with Dynamic Reweighting. CoRR abs/2112.08772 (2021) - 2020
- [j5]Zequn Sun, Qingheng Zhang, Wei Hu, Chengming Wang, Muhao Chen, Farahnaz Akrami, Chengkai Li:
A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs. Proc. VLDB Endow. 13(11): 2326-2340 (2020) - [j4]Raman Goyal, Muhao Chen, Manoranjan Majji, Robert E. Skelton:
Gyroscopic Tensegrity Robots. IEEE Robotics Autom. Lett. 5(2): 1239-1246 (2020) - [c38]Zequn Sun, Chengming Wang, Wei Hu, Muhao Chen, Jian Dai, Wei Zhang, Yuzhong Qu:
Knowledge Graph Alignment Network with Gated Multi-Hop Neighborhood Aggregation. AAAI 2020: 222-229 - [c37]Tianran Zhang, Muhao Chen, Alex A. T. Bui:
Diagnostic Prediction with Sequence-of-sets Representation Learning for Clinical Events. AIME 2020: 348-358 - [c36]Junheng Hao, Chelsea J.-T. Ju, Muhao Chen, Yizhou Sun, Carlo Zaniolo, Wei Wang:
Bio-JOIE: Joint Representation Learning of Biological Knowledge Bases. BCB 2020: 42:1-42:10 - [c35]Muhao Chen, Hongming Zhang, Haoyu Wang, Dan Roth:
What Are You Trying to Do? Semantic Typing of Event Processes. CoNLL 2020: 531-542 - [c34]Changping Meng, Muhao Chen, Jie Mao, Jennifer Neville:
ReadNet: A Hierarchical Transformer Framework for Web Article Readability Analysis. ECIR (1) 2020: 33-49 - [c33]Haoyu Wang, Muhao Chen, Hongming Zhang, Dan Roth:
Joint Constrained Learning for Event-Event Relation Extraction. EMNLP (1) 2020: 696-706 - [c32]Hongming Zhang, Muhao Chen, Haoyu Wang, Yangqiu Song, Dan Roth:
Analogous Process Structure Induction for Sub-event Sequence Prediction. EMNLP (1) 2020: 1541-1550 - [c31]Xuelu Chen, Muhao Chen, Changjun Fan, Ankith Uppunda, Yizhou Sun, Carlo Zaniolo:
Multilingual Knowledge Graph Completion via Ensemble Knowledge Transfer. EMNLP (Findings) 2020: 3227-3238 - [c30]Zequn Sun, Muhao Chen, Wei Hu, Chengming Wang, Jian Dai, Wei Zhang:
Knowledge Association with Hyperbolic Knowledge Graph Embeddings. EMNLP (1) 2020: 5704-5716 - [i26]Zequn Sun, Qingheng Zhang, Wei Hu, Chengming Wang, Muhao Chen, Farahnaz Akrami, Chengkai Li:
A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs. CoRR abs/2003.07743 (2020) - [i25]Muhao Chen, Weijia Shi, Ben Zhou, Dan Roth:
Cross-lingual Entity Alignment for Knowledge Graphs with Incidental Supervision from Free Text. CoRR abs/2005.00171 (2020) - [i24]Fangyu Liu, Muhao Chen, Dan Roth, Nigel Collier:
Visual Pivoting for (Unsupervised) Entity Alignment. CoRR abs/2009.13603 (2020) - [i23]Zequn Sun, Muhao Chen, Wei Hu, Chengming Wang, Jian Dai, Wei Zhang:
Knowledge Association with Hyperbolic Knowledge Graph Embeddings. CoRR abs/2010.02162 (2020) - [i22]Xuelu Chen, Muhao Chen, Changjun Fan, Ankith Uppunda, Yizhou Sun, Carlo Zaniolo:
Multilingual Knowledge Graph Completion via Ensemble Knowledge Transfer. CoRR abs/2010.03158 (2020) - [i21]Muhao Chen, Hongming Zhang, Haoyu Wang, Dan Roth:
"What Are You Trying to Do?" Semantic Typing of Event Processes. CoRR abs/2010.06724 (2020) - [i20]Haoyu Wang, Muhao Chen, Hongming Zhang, Dan Roth:
Joint Constrained Learning for Event-Event Relation Extraction. CoRR abs/2010.06727 (2020) - [i19]Hongming Zhang, Muhao Chen, Haoyu Wang, Yangqiu Song, Dan Roth:
Analogous Process Structure Induction for Sub-event Sequence Prediction. CoRR abs/2010.08525 (2020) - [i18]Yuling Shen, Muhao Chen, Manoranjan Majji, Robert E. Skelton:
Markov Data-Based Reference Tracking of Tensegrity Morphing Airfoils. CoRR abs/2010.10710 (2020) - [i17]Cunchao Zhu, Muhao Chen, Changjun Fan, Guangquan Cheng, Yan Zhang:
Learning from History: Modeling Temporal Knowledge Graphs with Sequential Copy-Generation Networks. CoRR abs/2012.08492 (2020)
2010 – 2019
- 2019
- [b1]Muhao Chen:
Multi-relational Representation Learning and Knowledge Acquisition. University of California, Los Angeles, USA, 2019 - [j3]Muhao Chen, Chelsea J.-T. Ju, Guangyu Zhou, Xuelu Chen, Tianran Zhang, Kai-Wei Chang, Carlo Zaniolo, Wei Wang:
Multifaceted protein-protein interaction prediction based on Siamese residual RCNN. Bioinform. 35(14): i305-i314 (2019) - [j2]Raman Goyal, Muhao Chen, Manoranjan Majji, Robert E. Skelton:
MOTES: Modeling of Tensegrity Structures. J. Open Source Softw. 4(42): 1613 (2019) - [c29]Xuelu Chen, Muhao Chen, Weijia Shi, Yizhou Sun, Carlo Zaniolo:
Embedding Uncertain Knowledge Graphs. AAAI 2019: 3363-3370 - [c28]Muhao Chen, Changping Meng, Gang Huang, Carlo Zaniolo:
Learning to Differentiate Between Main-articles and Sub-articles in Wikipedia. IEEE BigData 2019: 1442-1449 - [c27]Haochen Chen, Syed Fahad Sultan, Yingtao Tian, Muhao Chen, Steven Skiena:
Fast and Accurate Network Embeddings via Very Sparse Random Projection. CIKM 2019: 399-408 - [c26]Changjun Fan, Li Zeng, Yuhui Ding, Muhao Chen, Yizhou Sun, Zhong Liu:
Learning to Identify High Betweenness Centrality Nodes from Scratch: A Novel Graph Neural Network Approach. CIKM 2019: 559-568 - [c25]Muhao Chen, Yingtao Tian, Haochen Chen, Kai-Wei Chang, Steven Skiena, Carlo Zaniolo:
Learning to Represent Bilingual Dictionaries. CoNLL 2019: 152-162 - [c24]Yingtao Tian, Haochen Chen, Bryan Perozzi, Muhao Chen, Xiaofei Sun, Steven Skiena:
Social Relation Inference via Label Propagation. ECIR (1) 2019: 739-746 - [c23]Weijia Shi, Muhao Chen, Pei Zhou, Kai-Wei Chang:
Retrofitting Contextualized Word Embeddings with Paraphrases. EMNLP/IJCNLP (1) 2019: 1198-1203 - [c22]Pei Zhou, Weijia Shi, Jieyu Zhao, Kuan-Hao Huang, Muhao Chen, Ryan Cotterell, Kai-Wei Chang:
Examining Gender Bias in Languages with Grammatical Gender. EMNLP/IJCNLP (1) 2019: 5275-5283 - [c21]Qi Zhao, Muhao Chen, Pengyuan Du, Tuan Le, Mario Gerla:
Towards Efficient Cellular Traffic Offloading via Dynamic MPTCP Path Configuration with SDN. ICNC 2019: 520-525 - [c20]Zhubo Deng, Weijia Shi, Pei Zhou, Muhao Chen, Kai-Wei Chang:
Computational Analysis of French Reborrowing Process for English Loanwords. ICDM Workshops 2019: 1-4 - [c19]Qingheng Zhang, Zequn Sun, Wei Hu, Muhao Chen, Lingbing Guo, Yuzhong Qu:
Multi-view Knowledge Graph Embedding for Entity Alignment. IJCAI 2019: 5429-5435 - [c18]Junheng Hao, Muhao Chen, Wenchao Yu, Yizhou Sun, Wei Wang:
Universal Representation Learning of Knowledge Bases by Jointly Embedding Instances and Ontological Concepts. KDD 2019: 1709-1719 - [c17]Weijia Shi, Muhao Chen, Yingtao Tian, Kai-Wei Chang:
Learning Bilingual Word Embeddings Using Lexical Definitions. RepL4NLP@ACL 2019: 142-147 - [c16]Zequn Sun, Jiacheng Huang, Wei Hu, Muhao Chen, Lingbing Guo, Yuzhong Qu:
TransEdge: Translating Relation-Contextualized Embeddings for Knowledge Graphs. ISWC (1) 2019: 612-629 - [c15]Muhao Chen, Chris Quirk:
Embedding Edge-attributed Relational Hierarchies. SIGIR 2019: 873-876 - [i16]Changjun Fan, Li Zeng, Yuhui Ding, Muhao Chen, Yizhou Sun, Zhong Liu:
Learning to Identify High Betweenness Centrality Nodes from Scratch: A Novel Graph Neural Network Approach. CoRR abs/1905.10418 (2019) - [i15]Qingheng Zhang, Zequn Sun, Wei Hu, Muhao Chen, Lingbing Guo, Yuzhong Qu:
Multi-view Knowledge Graph Embedding for Entity Alignment. CoRR abs/1906.02390 (2019) - [i14]Weijia Shi, Muhao Chen, Yingtao Tian, Kai-Wei Chang:
Learning Bilingual Word Embeddings Using Lexical Definitions. CoRR abs/1906.08939 (2019) - [i13]Haochen Chen, Syed Fahad Sultan, Yingtao Tian, Muhao Chen, Steven Skiena:
Fast and Accurate Network Embeddings via Very Sparse Random Projection. CoRR abs/1908.11512 (2019) - [i12]Pei Zhou, Weijia Shi, Jieyu Zhao, Kuan-Hao Huang, Muhao Chen, Ryan Cotterell, Kai-Wei Chang:
Examining Gender Bias in Languages with Grammatical Gender. CoRR abs/1909.02224 (2019) - [i11]Weijia Shi, Muhao Chen, Pei Zhou, Kai-Wei Chang:
Retrofitting Contextualized Word Embeddings with Paraphrases. CoRR abs/1909.09700 (2019) - [i10]Zequn Sun, Chengming Wang, Wei Hu, Muhao Chen, Jian Dai, Wei Zhang, Yuzhong Qu:
Knowledge Graph Alignment Network with Gated Multi-hop Neighborhood Aggregation. CoRR abs/1911.08936 (2019) - 2018
- [j1]Carlo Zaniolo, Shi Gao, Maurizio Atzori, Muhao Chen, Jiaqi Gu:
User-friendly temporal queries on historical knowledge bases. Inf. Comput. 259(3): 444-459 (2018) - [c14]Haochen Chen, Xiaofei Sun, Yingtao Tian, Bryan Perozzi, Muhao Chen, Steven Skiena:
Enhanced Network Embeddings via Exploiting Edge Labels. CIKM 2018: 1579-1582 - [c13]Pei Zhou, Muhao Chen, Kai-Wei Chang, Carlo Zaniolo:
Quantification and Analysis of Scientific Language Variation Across Research Fields. ICDM Workshops 2018: 199-203 - [c12]Muhao Chen, Yingtao Tian, Kai-Wei Chang, Steven Skiena, Carlo Zaniolo:
Co-training Embeddings of Knowledge Graphs and Entity Descriptions for Cross-lingual Entity Alignment. IJCAI 2018: 3998-4004 - [c11]Muhao Chen, Qi Zhao, Pengyuan Du, Carlo Zaniolo, Mario Gerla:
Demand-driven Cache Allocation Based on Context-aware Collaborative Filtering. MobiHoc 2018: 302-303 - [c10]Pengyuan Du, Seunghyun Yoo, Qi Zhao, Muhao Chen, Mario Gerla:
Towards Opportunistic Resource Sharing in Mobile Social Networks: an Evolutionary Game Theoretic Approach. MobiHoc 2018: 308-309 - [c9]Muhao Chen, Changping Meng, Gang Huang, Carlo Zaniolo:
Neural Article Pair Modeling for Wikipedia Sub-article Matching. ECML/PKDD (3) 2018: 3-19 - [c8]Muhao Chen, Yingtao Tian, Xuelu Chen, Zijun Xue, Carlo Zaniolo:
On2Vec: Embedding-based Relation Prediction for Ontology Population. SDM 2018: 315-323 - [i9]Muhao Chen, Yingtao Tian, Kai-Wei Chang, Steven Skiena, Carlo Zaniolo:
Co-training Embeddings of Knowledge Graphs and Entity Descriptions for Cross-lingual Entity Alignment. CoRR abs/1806.06478 (2018) - [i8]Muhao Chen, Changping Meng, Gang Huang, Carlo Zaniolo:
Neural Article Pair Modeling for Wikipedia Sub-article Matching. CoRR abs/1807.11689 (2018) - [i7]Muhao Chen, Yingtao Tian, Haochen Chen, Kai-Wei Chang, Steven Skiena, Carlo Zaniolo:
Learning to Represent Bilingual Dictionaries. CoRR abs/1808.03726 (2018) - [i6]Muhao Chen, Yingtao Tian, Xuelu Chen, Zijun Xue, Carlo Zaniolo:
On2Vec: Embedding-based Relation Prediction for Ontology Population. CoRR abs/1809.02382 (2018) - [i5]Haochen Chen, Xiaofei Sun, Yingtao Tian, Bryan Perozzi, Muhao Chen, Steven Skiena:
Enhanced Network Embeddings via Exploiting Edge Labels. CoRR abs/1809.05124 (2018) - [i4]Xuelu Chen, Muhao Chen, Weijia Shi, Yizhou Sun, Carlo Zaniolo:
Embedding Uncertain Knowledge Graphs. CoRR abs/1811.10667 (2018) - [i3]Pei Zhou, Muhao Chen, Kai-Wei Chang, Carlo Zaniolo:
Quantification and Analysis of Scientific Language Variation Across Research Fields. CoRR abs/1812.01250 (2018) - 2017
- [c7]Muhao Chen, Tao Zhou, Pei Zhou, Carlo Zaniolo:
Multi-graph Affinity Embeddings for Multilingual Knowledge Graphs. AKBC@NIPS 2017 - [c6]Tao Zhou, Muhao Chen, Jie Yu, Demetri Terzopoulos:
Attention-Based Natural Language Person Retrieval. CVPR Workshops 2017: 27-34 - [c5]Muhao Chen, Yingtao Tian, Mohan Yang, Carlo Zaniolo:
Multilingual Knowledge Graph Embeddings for Cross-lingual Knowledge Alignment. IJCAI 2017: 1511-1517 - [c4]Muhao Chen, Carlo Zaniolo:
Learning Multi-faceted Knowledge Graph Embeddings for Natural Language Processing. IJCAI 2017: 5169-5170 - [i2]Tao Zhou, Muhao Chen, Jie Yu, Demetri Terzopoulos:
Attention-based Natural Language Person Retrieval. CoRR abs/1705.08923 (2017) - 2016
- [c3]Muhao Chen, Shi Gao, X. Sean Wang:
Converting spatiotemporal data Among heterogeneous granularity systems. FUZZ-IEEE 2016: 984-992 - [c2]Muhao Chen, Shi Gao, Jingheng Zhou, X. Sean Wang:
Converting spatiotemporal data among multiple granularity systems. SAC 2016: 1008-1010 - [i1]Muhao Chen, Yingtao Tian, Mohan Yang, Carlo Zaniolo:
Multi-lingual Knowledge Graph Embeddings for Cross-lingual Knowledge Alignment. CoRR abs/1611.03954 (2016) - 2015
- [c1]Shi Gao, Muhao Chen, Maurizio Atzori, Jiaqi Gu, Carlo Zaniolo:
SPARQLT and its User-Friendly Interface for Managing and Querying the History of RDF Knowledge Bases. ISWC (Posters & Demos) 2015
Coauthor Index
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