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2020 – today
- 2024
[j18]Lixiang Yan
, Lele Sha, Linxuan Zhao, Yuheng Li, Roberto Martínez Maldonado, Guanliang Chen, Xinyu Li, Yueqiao Jin, Dragan Gasevic:
Practical and ethical challenges of large language models in education: A systematic scoping review. Br. J. Educ. Technol. 55(1): 90-112 (2024)- [j17]Jionghao Lin, Mladen Rakovic, Yuheng Li, Haoran Xie, David Lang, Dragan Gasevic, Guanliang Chen:
On the role of politeness in online human-human tutoring. Br. J. Educ. Technol. 55(1): 156-180 (2024) - [j16]Linxuan Zhao, Dragan Gasevic, Zachari Swiecki, Yuheng Li, Jionghao Lin, Lele Sha, Lixiang Yan, Riordan Alfredo, Xinyu Li, Roberto Martínez Maldonado:
Towards automated transcribing and coding of embodied teamwork communication through multimodal learning analytics. Br. J. Educ. Technol. 55(4): 1673-1702 (2024) - [j15]Bo Han, Yuheng Li, Yixuan Shen, Yi Ren, Feilin Han:
Dance2MIDI: Dance-driven multi-instrument music generation. Comput. Vis. Media 10(4): 791-802 (2024) - [j14]Weitong Chen, Yuheng Li, Zhenhao Niu, Yanyan Xu, Anja Keskinarkaus, Tapio Seppänen, Xiaobing Sun:
Real-time and screen-cam robust screen watermarking. Knowl. Based Syst. 302: 112380 (2024) - [c38]Gloria Milena Fernández Nieto, Zachari Swiecki, Yi-Shan Tsai, Lele Sha, Yinwei Wei, Jim Wen, Yuheng Li, Yueqiao Jin, Iván Silva Feraud, Yuan-Fang Li, Weiqing Wang, Guanliang Chen, Dragan Gasevic:
Co-designing a knowledge management tool for educator communities of practice. Conference on Designing Interactive Systems 2024 - [c37]Zijie Zeng, Lele Sha, Yuheng Li, Kaixun Yang, Dragan Gasevic, Guanliang Chen:
Towards Automatic Boundary Detection for Human-AI Collaborative Hybrid Essay in Education. AAAI 2024: 22502-22510 - [c36]Thao Nguyen, Utkarsh Ojha, Yuheng Li, Haotian Liu, Yong Jae Lee:
Edit One for All: Interactive Batch Image Editing. CVPR 2024: 8271-8280 - [c35]Haotian Liu, Chunyuan Li, Yuheng Li, Yong Jae Lee:
Improved Baselines with Visual Instruction Tuning. CVPR 2024: 26286-26296 - [c34]Yuheng Li, Tianyu Luan, Yizhou Wu, Shaoyan Pan, Yenho Chen, Xiaofeng Yang:
AnatoMask: Enhancing Medical Image Segmentation with Reconstruction-Guided Self-masking. ECCV (60) 2024: 146-163 - [c33]Yuheng Li, Haotian Liu, Mu Cai, Yijun Li, Eli Shechtman, Zhe Lin, Yong Jae Lee, Krishna Kumar Singh:
Removing Distributional Discrepancies in Captions Improves Image-Text Alignment. ECCV (21) 2024: 405-422 - [c32]Yuheng Li, Fanzhang Li:
TATM: Task-Adaptive Token Matching for Few-Shot Transformer. IJCNN 2024: 1-8 - [c31]Xiaolong Zhang, Yang Bian, Jushang Ou, Xiaohua Zhao, Jianling Huang, Yuheng Li:
Optimized Design of Driver-Assisted Navigation System for Complex Road Scenarios. IV 2024: 1915-1920 - [c30]Zhiping Liang, Zijie Zeng, Gloria Fernández-Nieto, Yuheng Li, Yi-Shan Tsai, Guanliang Chen, Zachari Swiecki, Dragan Gasevic, John Bradley, Lele Sha:
Data Storytelling on Multi-Modal Knowledge Graph via Data Comics: a Case Study in Yanyuwa Language. LAK Workshops 2024: 100-117 - [c29]Mladen Rakovic, Yuheng Li, Navid Mohammadi Foumani, Mahsa Salehi, Levin Kuhlmann, Geoffrey Mackellar, Roberto Martínez Maldonado, Gholamreza Haffari, Zachari Swiecki, Xinyu Li, Guanliang Chen, Dragan Gasevic:
Measuring Affective and Motivational States as Conditions for Cognitive and Metacognitive Processing in Self-Regulated Learning. LAK 2024: 701-712 - [e1]Martin Hlosta, Ivan Moser, Brendan Flanagan, Gloria Milena Fernández Nieto, Lixiang Yan, Angela Stewart, Amir Winer, Nitza Geri, Umesh Ramnarain, Christo van der Westhuizen, Atsushi Shimada, Fumiya Okubo, Hsiao-Ting Tseng, Albert C. M. Yang, Owen H. T. Lu, Hiroaki Ogata, Vanessa Echeverría, Roberto Martínez Maldonado, Yi-Shan Tsai, LuEttaMae Lawrence, Shaveen Singh, Stanislav Pozdniakov, Lujie Karen Chen, Jiaqi Gong, Louise Yarnall, Andy Nguyen, Lele Sha, Jionghao Lin, Mutlu Cukurova, Kshitij Sharma, Linxuan Zhao, Yuheng Li, Yueqiao Jin, Dragan Gasevic, Caitlin Mills, Stephen Hutt:
Joint Proceedings of LAK 2024 Workshops co-located with 14th International Conference on Learning Analytics and Knowledge (LAK 2024), Kyoto, Japan, March 18-22, 2024. CEUR Workshop Proceedings 3667, CEUR-WS.org 2024 [contents] - [i28]Thao Nguyen, Utkarsh Ojha, Yuheng Li, Haotian Liu, Yong Jae Lee:
Edit One for All: Interactive Batch Image Editing. CoRR abs/2401.10219 (2024) - [i27]Xuxin Chen, Yuheng Li, Mingzhe Hu, Ella Salari, Xiaoqian Chen, Richard L. J. Qiu, Bin Zheng, Xiaofeng Yang:
Mammo-CLIP: Leveraging Contrastive Language-Image Pre-training (CLIP) for Enhanced Breast Cancer Diagnosis with Multi-view Mammography. CoRR abs/2404.15946 (2024) - [i26]Thao Nguyen, Haotian Liu, Yuheng Li, Mu Cai, Utkarsh Ojha, Yong Jae Lee:
Yo'LLaVA: Your Personalized Language and Vision Assistant. CoRR abs/2406.09400 (2024) - [i25]Yuheng Li, Tianyu Luan, Yizhou Wu, Shaoyan Pan, Yenho Chen, Xiaofeng Yang:
AnatoMask: Enhancing Medical Image Segmentation with Reconstruction-guided Self-masking. CoRR abs/2407.06468 (2024) - [i24]Yuzhang Shang, Bingxin Xu, Weitai Kang, Mu Cai, Yuheng Li, Zehao Wen, Zhen Dong, Kurt Keutzer, Yong Jae Lee, Yan Yan:
Interpolating Video-LLMs: Toward Longer-sequence LMMs in a Training-free Manner. CoRR abs/2409.12963 (2024) - [i23]Weitong Chen, Yuheng Li:
RoWSFormer: A Robust Watermarking Framework with Swin Transformer for Enhanced Geometric Attack Resilience. CoRR abs/2409.14829 (2024) - [i22]Yuheng Li, Haotian Liu, Mu Cai, Yijun Li, Eli Shechtman, Zhe Lin, Yong Jae Lee, Krishna Kumar Singh:
Removing Distributional Discrepancies in Captions Improves Image-Text Alignment. CoRR abs/2410.00905 (2024) - 2023
- [j13]Yuheng Li, Fan Guo, Zhihu Wu, Jin Tang:
VIGCN: an isotropic natural image stitching network based on graph convolution. Appl. Intell. 53(16): 19128-19142 (2023) - [j12]Yuheng Li, Lele Sha, Lixiang Yan, Jionghao Lin, Mladen Rakovic, Kirsten Galbraith, Kayley M. Lyons, Dragan Gasevic, Guanliang Chen:
Can large language models write reflectively. Comput. Educ. Artif. Intell. 4: 100140 (2023) - [j11]Yuheng Li, Mladen Rakovic, Wei Dai, Jionghao Lin, Hassan Khosravi, Kirsten Galbraith, Kayley M. Lyons, Dragan Gasevic, Guanliang Chen:
Are deeper reflectors better goal-setters? AI-empowered analytics of reflective writing in pharmaceutical education. Comput. Educ. Artif. Intell. 5: 100157 (2023) - [j10]Yang Zhang, Lihua Xie, Yuheng Li, Yuan Li:
A neural learning approach for simultaneous object detection and grasp detection in cluttered scenes. Frontiers Comput. Neurosci. 17 (2023) - [j9]Xueyan Zou, Fanyi Xiao, Zhiding Yu, Yuheng Li, Yong Jae Lee:
Delving Deeper into Anti-Aliasing in ConvNets. Int. J. Comput. Vis. 131(1): 67-81 (2023) - [j8]Yuheng Li, Shuxing Xu, Zhaofei Fan, Xiao Zhang, Xiaohui Yang, Shuo Wen, Zhongjie Shi:
Risk Factors and Prediction of the Probability of Wildfire Occurrence in the China-Mongolia-Russia Cross-Border Area. Remote. Sens. 15(1): 42 (2023) - [j7]Hao Yuan, Yongjian Shen, Ning Lv, Yuheng Li, Chen Chen, Zhouzhou Zhang:
Residual Attention Mechanism for Remote Sensing Target Hiding. Remote. Sens. 15(19): 4731 (2023) - [c28]Yuheng Li, Haotian Liu, Qingyang Wu, Fangzhou Mu, Jianwei Yang, Jianfeng Gao, Chunyuan Li, Yong Jae Lee:
GLIGEN: Open-Set Grounded Text-to-Image Generation. CVPR 2023: 22511-22521 - [c27]Utkarsh Ojha, Yuheng Li, Yong Jae Lee:
Towards Universal Fake Image Detectors that Generalize Across Generative Models. CVPR 2023: 24480-24489 - [c26]Lin Li, Lele Sha, Yuheng Li, Mladen Rakovic, Jia Rong, Srecko Joksimovic, Neil Selwyn, Dragan Gasevic, Guanliang Chen:
Moral Machines or Tyranny of the Majority? A Systematic Review on Predictive Bias in Education. LAK 2023: 499-508 - [c25]Yuheng Li, Jing Wang, Chih-Wei Chang, Pretsh Patel, Ashesh B. Jani, Hui Mao, Tian Liu, Xiaofeng Yang:
Multi-parametric MRI radiomics analysis with ensemble learning for prostate lesion classification. Biomedical Applications in Molecular, Structural, and Functional Imaging 2023 - [c24]Yuheng Li, Jing Wang, Mingzhe Hu, Pretesh Patel, Hui Mao, Tian Liu, Xiaofeng Yang:
Prostate Gleason score prediction via MRI using capsule network. Computer-Aided Diagnosis 2023 - [c23]Thao Nguyen, Yuheng Li, Utkarsh Ojha, Yong Jae Lee:
Visual Instruction Inversion: Image Editing via Image Prompting. NeurIPS 2023 - [c22]Utkarsh Ojha, Yuheng Li, Anirudh Sundara Rajan, Yingyu Liang, Yong Jae Lee:
What Knowledge Gets Distilled in Knowledge Distillation? NeurIPS 2023 - [i21]Yuheng Li, Haotian Liu, Qingyang Wu, Fangzhou Mu, Jianwei Yang, Jianfeng Gao, Chunyuan Li, Yong Jae Lee:
GLIGEN: Open-Set Grounded Text-to-Image Generation. CoRR abs/2301.07093 (2023) - [i20]Utkarsh Ojha, Yuheng Li, Yong Jae Lee:
Towards Universal Fake Image Detectors that Generalize Across Generative Models. CoRR abs/2302.10174 (2023) - [i19]Lixiang Yan, Lele Sha, Linxuan Zhao, Yuheng Li, Roberto Martínez Maldonado, Guanliang Chen, Xinyu Li, Yueqiao Jin, Dragan Gasevic:
Practical and Ethical Challenges of Large Language Models in Education: A Systematic Literature Review. CoRR abs/2303.13379 (2023) - [i18]Mingzhe Hu, Shaoyan Pan, Yuheng Li, Xiaofeng Yang:
Advancing Medical Imaging with Language Models: A Journey from N-grams to ChatGPT. CoRR abs/2304.04920 (2023) - [i17]Mingzhe Hu, Yuheng Li, Xiaofeng Yang:
SkinSAM: Empowering Skin Cancer Segmentation with Segment Anything Model. CoRR abs/2304.13973 (2023) - [i16]Yuheng Li, Mingzhe Hu, Xiaofeng Yang:
Polyp-SAM: Transfer SAM for Polyp Segmentation. CoRR abs/2305.00293 (2023) - [i15]Yuheng Li, Jacob F. Wynne, Jing Wang, Richard L. J. Qiu, Justin Roper, Shaoyan Pan, Ashesh B. Jani, Tian Liu, Pretesh R. Patel, Hui Mao, Xiaofeng Yang:
Cross-Shaped Windows Transformer with Self-supervised Pretraining for Clinically Significant Prostate Cancer Detection in Bi-parametric MRI. CoRR abs/2305.00385 (2023) - [i14]Bo Han, Hao Peng, Minjing Dong, Chang Xu, Yi Ren, Yixuan Shen, Yuheng Li:
AMD: Autoregressive Motion Diffusion. CoRR abs/2305.09381 (2023) - [i13]Mingzhe Hu, Yuheng Li, Xiaofeng Yang:
BreastSAM: A Study of Segment Anything Model for Breast Tumor Detection in Ultrasound Images. CoRR abs/2305.12447 (2023) - [i12]Shaoyan Pan, Elham Abouei, Jacob F. Wynne, Tonghe Wang, Richard L. J. Qiu, Yuheng Li, Chih-Wei Chang, Junbo Peng, Justin Roper, Pretesh Patel, David S. Yu, Hui Mao, Xiaofeng Yang:
Synthetic CT Generation from MRI using 3D Transformer-based Denoising Diffusion Model. CoRR abs/2305.19467 (2023) - [i11]Mu Cai, Zeyi Huang, Yuheng Li, Haohan Wang, Yong Jae Lee:
Leveraging Large Language Models for Scalable Vector Graphics-Driven Image Understanding. CoRR abs/2306.06094 (2023) - [i10]Yuheng Li, Haotian Liu, Yangming Wen, Yong Jae Lee:
Generate Anything Anywhere in Any Scene. CoRR abs/2306.17154 (2023) - [i9]Zijie Zeng, Lele Sha, Yuheng Li, Kaixun Yang, Dragan Gasevic, Guanliang Chen:
Towards Automatic Boundary Detection for Human-AI Hybrid Essay in Education. CoRR abs/2307.12267 (2023) - [i8]Thao Nguyen, Yuheng Li, Utkarsh Ojha, Yong Jae Lee:
Visual Instruction Inversion: Image Editing via Visual Prompting. CoRR abs/2307.14331 (2023) - [i7]Haotian Liu, Chunyuan Li, Yuheng Li, Yong Jae Lee:
Improved Baselines with Visual Instruction Tuning. CoRR abs/2310.03744 (2023) - 2022
- [c21]Hao Huang, Yongtao Wang, Zhaoyu Chen, Yuze Zhang, Yuheng Li, Zhi Tang, Wei Chu, Jingdong Chen, Weisi Lin, Kai-Kuang Ma:
CMUA-Watermark: A Cross-Model Universal Adversarial Watermark for Combating Deepfakes. AAAI 2022: 989-997 - [c20]Yuheng Li, Jieh Sheng Hsu, Noaima Bari, Xu Qiu, Malvika Viswanathan, Wenqi Shi, Felipe O. Giuste, Yishan Zhong, Jimin Sun, May Dongmei Wang:
Interpretable Evaluation of Diabetic Retinopathy Grade Regarding Eye Color Fundus Images. BIBE 2022: 11-16 - [c19]Lele Sha, Yuheng Li, Dragan Gasevic, Guanliang Chen:
Bigger Data or Fairer Data? Augmenting BERT via Active Sampling for Educational Text Classification. COLING 2022: 1275-1285 - [c18]Yang Xue, Yuheng Li, Krishna Kumar Singh, Yong Jae Lee:
GIRAFFE HD: A High-Resolution 3D-aware Generative Model. CVPR 2022: 18419-18428 - [c17]Yuheng Li, Yijun Li, Jingwan Lu, Eli Shechtman, Yong Jae Lee, Krishna Kumar Singh:
Contrastive Learning for Diverse Disentangled Foreground Generation. ECCV (16) 2022: 334-351 - [c16]Yuheng Li, Mladen Rakovic, Boon Xin Poh, Dragan Gasevic, Guanliang Chen:
Automatic Classification of Learning Objectives Based on Bloom's Taxonomy. EDM 2022 - [c15]Yuheng Li, Yongzhong Li, Shipeng Zhang:
A New Transparent File Encryption Method Based on SM4 for Android Platform. ICAIS (3) 2022: 520-531 - [c14]Lei Chen, Weifu Sun, Yuheng Li, Yujia Zhao, Jie Zhang:
Generation of Multi-Source Satellite SST Fusion Product of Arctic with High Temporal Resolution. IGARSS 2022: 6994-6997 - [i6]Yang Xue, Yuheng Li, Krishna Kumar Singh, Yong Jae Lee:
GIRAFFE HD: A High-Resolution 3D-aware Generative Model. CoRR abs/2203.14954 (2022) - [i5]Utkarsh Ojha, Yuheng Li, Yong Jae Lee:
What Knowledge Gets Distilled in Knowledge Distillation? CoRR abs/2205.16004 (2022) - [i4]Yuheng Li, Yijun Li, Jingwan Lu, Eli Shechtman, Yong Jae Lee, Krishna Kumar Singh:
Contrastive Learning for Diverse Disentangled Foreground Generation. CoRR abs/2211.02707 (2022) - 2021
- [j6]Weifu Sun, Jin Wang, Yuheng Li, Junmin Meng, Yujia Zhao, Peiqiang Wu:
New Gridded Product for the Total Columnar Atmospheric Water Vapor over Ocean Surface Constructed from Microwave Radiometer Satellite Data. Remote. Sens. 13(12): 2402 (2021) - [c13]Yuheng Li, Krishna Kumar Singh, Yang Xue, Yong Jae Lee:
PartGAN: Unsupervised Part Decomposition for Image Generation and Segmentation. BMVC 2021: 338 - [c12]Yuheng Li, Yijun Li, Jingwan Lu, Eli Shechtman, Yong Jae Lee, Krishna Kumar Singh:
Collaging Class-specific GANs for Semantic Image Synthesis. ICCV 2021: 14398-14407 - [c11]Yuheng Li:
Analysis of the Super Cycles of Commodity Price in Chinese Market after Covid-19. ICIEB 2021: 139-144 - [c10]Huimin Yu, Yijian Gao, Yan Zheng, Yuheng Li, Shuisheng Lin:
Reliable Routing Protocol for Smart Grid Based on High-Reliability Objective Function. UCET 2021: 133-138 - [i3]Hao Huang, Yongtao Wang, Zhaoyu Chen, Yuheng Li, Zhi Tang, Wei Chu, Jingdong Chen, Weisi Lin, Kai-Kuang Ma:
CMUA-Watermark: A Cross-Model Universal Adversarial Watermark for Combating Deepfakes. CoRR abs/2105.10872 (2021) - [i2]Yuheng Li, Yijun Li, Jingwan Lu, Eli Shechtman, Yong Jae Lee, Krishna Kumar Singh:
Collaging Class-specific GANs for Semantic Image Synthesis. CoRR abs/2110.04281 (2021) - 2020
- [b1]Yuheng Li:
First-Principles Study of Hybrid Halide Perovskites and Beyond for Optoelectronic Applications. University of California, San Diego, USA, 2020 - [j5]Yanjie Zeng, Xinsha Fu, Lei Gao, Jiawei Zhu, Haifeng Li, Yuheng Li:
Robust Multivehicle Tracking With Wasserstein Association Metric in Surveillance Videos. IEEE Access 8: 47863-47876 (2020) - [c9]Yuheng Li, Krishna Kumar Singh, Utkarsh Ojha, Yong Jae Lee:
MixNMatch: Multifactor Disentanglement and Encoding for Conditional Image Generation. CVPR 2020: 8036-8045
2010 – 2019
- 2019
- [i1]Yuheng Li, Krishna Kumar Singh, Utkarsh Ojha, Yong Jae Lee:
MixNMatch: Multifactor Disentanglement and Encoding for Conditional Image Generation. CoRR abs/1911.11758 (2019) - 2016
- [j4]Jun Song, Yu Huang, Xiang Qi, Yuheng Li, Feng Li, Kun Fu, Tinglei Huang:
Discovering hierarchical topic evolution in time-stamped documents. J. Assoc. Inf. Sci. Technol. 67(4): 915-927 (2016) - [c8]Bo Yan, Yong Wang, Yuheng Li, Yejiang Gong, Lu Guan, Sheng Yu:
An EEG signal classification method based on sparse auto-encoders and support vector machine. ICCC 2016: 1-6 - 2015
- [j3]Yuheng Li, Qianchuan Zhao:
Understanding Watching Patterns of Live TV Programs on Mobile Devices: A Content Centric Perspective. KSII Trans. Internet Inf. Syst. 9(9): 3635-3654 (2015) - 2014
- [c7]Yuheng Li, Qianchuan Zhao:
On the playback continuity of mobile video streaming systems over HTTP. ICNSC 2014: 227-232 - 2012
- [c6]Yuheng Li, Yiping Zhang, Ruixi Yuan:
Characterizing user access behaviors in mobile TV system. ICC 2012: 2093-2097 - 2011
- [j2]Yuheng Li, Nicholas Chia, Mario Lauria, Ralf Bundschuh:
A performance enhanced PSI-BLAST based on hybrid alignment. Bioinform. 27(1): 31-37 (2011) - [c5]Yuheng Li, Yiping Zhang, Ruixi Yuan:
Measurement and analysis of a large scale commercial mobile internet TV system. Internet Measurement Conference 2011: 209-224
2000 – 2009
- 2005
- [c4]Yuheng Li, Mario Lauria, Ralf Bundschuh:
Suboptimal Alignments Improve the Detection of Weak Homologs in Sequence Database Searches. BIBE 2005: 153-160 - 2004
- [j1]Yuheng Li, Mario Lauria, Ralf Bundschuh:
Using hybrid alignment for iterative sequence database searches. Concurr. Pract. Exp. 16(9): 841-853 (2004) - 2003
- [c3]Yuheng Li, Mario Lauria, Ralf Bundschuh:
Using Hybrid Alignment for Iterative Sequence Database Searches. IPDPS 2003: 152 - 2002
- [c2]Zhifeng Jiang, Yuheng Li, Victor C. M. Leung:
A predictive demand assignment multiple access protocol for broadband satellite networks supporting Internet applications. ICC 2002: 2973-2977 - [c1]Yuheng Li, Zhifeng Jiang, Victor C. M. Leung:
Performance evaluations of PRR-CFDAMA for TCP traffic over geosynchronous satellite links. WCNC 2002: 844-848
Coauthor Index
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