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2020 – today
- 2025
[j5]Fulong Wang, Fuzhi Cao, Yujie Ma, Ruochen Zhao, Ruonan Wang, Nan An, Min Xiang, Dawei Wang, Xiaolin Ning:
Extended homogeneous field correction method based on oblique projection in OPM-MEG. NeuroImage 306: 120991 (2025)- 2024
- [j4]Ruochen Zhao
, Ruonan Wang, Yang Gao, Xiaolin Ning:
Spatiotemporal extended homogeneous field correction method for reducing complex interference in OPM-MEG. Biomed. Signal Process. Control. 94: 106236 (2024) - [j3]Ruonan Wang, Kaiwen Fu, Ruochen Zhao, Dawei Wang, Zhimin Yang, Wei Bin, Yang Gao, Xiaolin Ning:
Expanding the clinical application of OPM-MEG using an effective automatic suppression method for the dental brace metal artifact. NeuroImage 296: 120661 (2024) - [j2]Ruonan Wang, Xiaoyu Liang, Huanqi Wu, Yanfei Yang, Ruochen Zhao, Yang Gao, Xiaolin Ning:
Performance Evaluation of Interference Removal Methods Based on Subspace Projection With Wearable OPM-MEG. IEEE Trans. Instrum. Meas. 73: 1-22 (2024) - [c9]Bosheng Ding, Chengwei Qin, Ruochen Zhao, Tianze Luo, Xinze Li, Guizhen Chen, Wenhan Xia, Junjie Hu, Anh Tuan Luu, Shafiq Joty:
Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges. ACL (Findings) 2024: 1679-1705 - [c8]Ruochen Zhao, Tan Wang, Yongjie Wang, Shafiq Joty:
Explaining Language Model Predictions with High-Impact Concepts. EACL (Findings) 2024: 995-1012 - [c7]Xingxuan Li, Ruochen Zhao, Yew Ken Chia, Bosheng Ding, Shafiq Joty, Soujanya Poria, Lidong Bing:
Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources. ICLR 2024 - [c6]Chengwei Qin, Ruirui Chen, Ruochen Zhao, Wenhan Xia, Shafiq Joty:
Lifelong Event Detection with Embedding Space Separation and Compaction. NAACL (Short Papers) 2024: 594-602 - [i15]Bosheng Ding, Chengwei Qin, Ruochen Zhao, Tianze Luo, Xinze Li, Guizhen Chen, Wenhan Xia, Junjie Hu, Anh Tuan Luu, Shafiq Joty:
Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges. CoRR abs/2403.02990 (2024) - [i14]Mathieu Ravaut, Bosheng Ding, Fangkai Jiao, Hailin Chen, Xingxuan Li, Ruochen Zhao, Chengwei Qin, Caiming Xiong, Shafiq Joty:
How Much are LLMs Contaminated? A Comprehensive Survey and the LLMSanitize Library. CoRR abs/2404.00699 (2024) - [i13]Chengwei Qin, Ruirui Chen, Ruochen Zhao, Wenhan Xia, Shafiq Joty:
Lifelong Event Detection with Embedding Space Separation and Compaction. CoRR abs/2404.02507 (2024) - [i12]Ruochen Zhao, Wenxuan Zhang, Yew Ken Chia, Deli Zhao, Lidong Bing:
Auto Arena of LLMs: Automating LLM Evaluations with Agent Peer-battles and Committee Discussions. CoRR abs/2405.20267 (2024) - [i11]Xingxuan Li, Weiwen Xu, Ruochen Zhao, Fangkai Jiao, Shafiq Joty, Lidong Bing:
Can We Further Elicit Reasoning in LLMs? Critic-Guided Planning with Retrieval-Augmentation for Solving Challenging Tasks. CoRR abs/2410.01428 (2024) - [i10]Long Li, Weiwen Xu, Jiayan Guo, Ruochen Zhao, Xingxuan Li, Yuqian Yuan, Boqiang Zhang, Yuming Jiang, Yifei Xin, Ronghao Dang, Deli Zhao, Yu Rong, Tian Feng, Lidong Bing:
Chain of Ideas: Revolutionizing Research Via Novel Idea Development with LLM Agents. CoRR abs/2410.13185 (2024) - 2023
- [c5]Han Cheol Moon, Shafiq R. Joty, Ruochen Zhao, Megh Thakkar, Chi Xu:
Randomized Smoothing with Masked Inference for Adversarially Robust Text Classifications. ACL (1) 2023: 5145-5165 - [c4]Ruochen Zhao, Xingxuan Li, Shafiq Joty, Chengwei Qin, Lidong Bing:
Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework. ACL (1) 2023: 5823-5840 - [c3]Chengwei Qin, Shafiq R. Joty, Qian Li, Ruochen Zhao:
Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning? ACL (1) 2023: 11802-11832 - [c2]Ruochen Zhao, Hailin Chen, Weishi Wang, Fangkai Jiao, Do Xuan Long, Chengwei Qin, Bosheng Ding, Xiaobao Guo, Minzhi Li, Xingxuan Li, Shafiq Joty:
Retrieving Multimodal Information for Augmented Generation: A Survey. EMNLP (Findings) 2023: 4736-4756 - [i9]Chengwei Qin, Shafiq R. Joty, Qian Li, Ruochen Zhao:
Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning? CoRR abs/2302.08143 (2023) - [i8]Ruochen Zhao, Hailin Chen, Weishi Wang, Fangkai Jiao, Xuan Long Do, Chengwei Qin, Bosheng Ding, Xiaobao Guo, Minzhi Li, Xingxuan Li, Shafiq R. Joty:
Retrieving Multimodal Information for Augmented Generation: A Survey. CoRR abs/2303.10868 (2023) - [i7]Ruochen Zhao, Xingxuan Li, Yew Ken Chia, Bosheng Ding, Lidong Bing:
Can ChatGPT-like Generative Models Guarantee Factual Accuracy? On the Mistakes of New Generation Search Engines. CoRR abs/2304.11076 (2023) - [i6]Ruochen Zhao, Shafiq R. Joty, Yongjie Wang, Tan Wang:
Explaining Language Models' Predictions with High-Impact Concepts. CoRR abs/2305.02160 (2023) - [i5]Ruochen Zhao, Xingxuan Li, Shafiq R. Joty, Chengwei Qin, Lidong Bing:
Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework. CoRR abs/2305.03268 (2023) - [i4]Han Cheol Moon, Shafiq R. Joty, Ruochen Zhao, Megh Thakkar, Xu Chi:
Randomized Smoothing with Masked Inference for Adversarially Robust Text Classifications. CoRR abs/2305.06522 (2023) - [i3]Xingxuan Li, Ruochen Zhao, Yew Ken Chia, Bosheng Ding, Lidong Bing, Shafiq R. Joty, Soujanya Poria:
Chain of Knowledge: A Framework for Grounding Large Language Models with Structured Knowledge Bases. CoRR abs/2305.13269 (2023) - [i2]Mathieu Ravaut, Hailin Chen, Ruochen Zhao, Chengwei Qin, Shafiq Joty, Nancy F. Chen:
PromptSum: Parameter-Efficient Controllable Abstractive Summarization. CoRR abs/2308.03117 (2023) - [i1]Hailin Chen, Fangkai Jiao, Xingxuan Li, Chengwei Qin, Mathieu Ravaut, Ruochen Zhao, Caiming Xiong, Shafiq Joty:
ChatGPT's One-year Anniversary: Are Open-Source Large Language Models Catching up? CoRR abs/2311.16989 (2023) - 2022
- [j1]Dong Wei, Ruochen Zhao, Yaxuan Xiong, Mingxin Zuo:
Control Strategies for Gas Pressure Energy Recovery Systems. J. Adv. Comput. Intell. Intell. Informatics 26(4): 590-599 (2022)
2010 – 2019
- 2019
- [c1]Deqing Mao, Yongchao Zhang, Yin Zhang, Yulin Huang, Jianyu Yang, Ruochen Zhao:
A Spatial Spectrum Projection Algorithm for Airborne Bistatic Radar Efficient Imaging. IGARSS 2019: 3507-3510
Coauthor Index
aka: Shafiq Joty
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