Color image quality assessment based on sparse representation and reconstruction residual. - Leida Li; Wenhan Xia; Yuming Fang; Ke Gu 001; Jinjian Wu; Weisi Lin; Jiansheng Qian (J. Vis. Commun. Image Represent., 2016)

No-Reference and Robust Image Sharpness Evaluation Based on Multiscale Spatial and Spectral Features. - Leida Li; Wenhan Xia; Weisi Lin; Yuming Fang; Shiqi Wang 001 (IEEE Trans. Multim., 2017)

INVITED: Efficient Synthesis of Compact Deep Neural Networks. - Wenhan Xia; Hongxu Yin; Niraj K. Jha (DAC, 2020)

Efficient Synthesis of Compact Deep Neural Networks. - Wenhan Xia; Hongxu Yin; Niraj K. Jha (CoRR, 2020)

Adaptive Gradient Methods with Local Guarantees. - Zhou Lu; Wenhan Xia; Sanjeev Arora; Elad Hazan (CoRR, 2022)

Fully Dynamic Inference With Deep Neural Networks. - Wenhan Xia; Hongxu Yin; Xiaoliang Dai; Niraj K. Jha (IEEE Trans. Emerg. Top. Comput., 2022)

Online Learning for Obstacle Avoidance. - David Snyder; Meghan Booker; Nathaniel Simon; Wenhan Xia; Daniel Suo; Elad Hazan; Anirudha Majumdar (CoRL, 2023)

Online Nonstochastic Model-Free Reinforcement Learning. - Udaya Ghai; Arushi Gupta; Wenhan Xia; Karan Singh; Elad Hazan (NeurIPS, 2023)

Improving In-context Learning via Bidirectional Alignment. - Chengwei Qin; Wenhan Xia; Fangkai Jiao; Shafiq Joty (CoRR, 2023)

Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges. - Bosheng Ding; Chengwei Qin; Ruochen Zhao; Tianze Luo; Xinze Li; Guizhen Chen; Wenhan Xia; Junjie Hu 001; Anh Tuan Luu; Shafiq Joty (ACL (Findings), 2024)

Language Models as Science Tutors. - Alexis Chevalier; Jiayi Geng; Alexander Wettig; Howard Chen 003; Sebastian Mizera; Toni Annala; Max Jameson Aragon; Arturo Rodríguez Fanlo; Simon Frieder; Simon Machado; Akshara Prabhakar; Ellie Thieu; et al. (ICML, 2024)

Lifelong Event Detection with Embedding Space Separation and Compaction. - Chengwei Qin; Ruirui Chen 002; Ruochen Zhao; Wenhan Xia; Shafiq Joty (NAACL (Short Papers), 2024)

Chain of LoRA: Efficient Fine-tuning of Language Models via Residual Learning. - Wenhan Xia; Chengwei Qin; Elad Hazan (CoRR, 2024)

Beyond Output Matching: Bidirectional Alignment for Enhanced In-Context Learning. - Chengwei Qin; Wenhan Xia; Fangkai Jiao; Chen Chen 075; Yuchen Hu; Bosheng Ding; Ruirui Chen 002; Shafiq Joty (ACL (1), 2025)

Relevant or Random: Can LLMs Truly Perform Analogical Reasoning? - Chengwei Qin; Wenhan Xia; Tan Wang; Fangkai Jiao; Yuchen Hu; Bosheng Ding; Ruirui Chen 002; Shafiq Joty (ACL (Findings), 2025)