Wenhan Xia

22 papers A* 3Misc 1Journal 14Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
On Surprising Effectiveness of Masking Updates in Adaptive Optimizers.
CoRR
Taejong Joo, Wenhan Xia, Cheolmin Kim, Ming Zhang, Eugene Ie
2025 — conf
Beyond Output Matching: Bidirectional Alignment for Enhanced In-Context Learning.
ACL (1)
Chengwei Qin, Wenhan Xia, Fangkai Jiao, Chen Chen, Yuchen Hu, Bosheng Ding, Ruirui Chen, Shafiq Joty
2025 — conf
Relevant or Random: Can LLMs Truly Perform Analogical Reasoning?
ACL (Findings)
Chengwei Qin, Wenhan Xia, Tan Wang, Fangkai Jiao, Yuchen Hu, Bosheng Ding, Ruirui Chen, Shafiq Joty
2024 J jnl
Chain of LoRA: Efficient Fine-tuning of Language Models via Residual Learning.
CoRR
Wenhan Xia, Chengwei Qin, Elad Hazan
2024 — conf
Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges.
ACL (Findings)
Bosheng Ding, Chengwei Qin, Ruochen Zhao, Tianze Luo, Xinze Li, Guizhen Chen, Wenhan Xia, Junjie Hu, Anh Tuan Luu, Shafiq Joty
2024 J jnl
Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges.
CoRR
Bosheng Ding, Chengwei Qin, Ruochen Zhao, Tianze Luo, Xinze Li, Guizhen Chen, Wenhan Xia, Junjie Hu, Anh Tuan Luu, Shafiq Joty
2024 A* conf
Language Models as Science Tutors.
ICML
Alexis Chevalier, Jiayi Geng, Alexander Wettig, Howard Chen, Sebastian Mizera, Toni Annala, Max Jameson Aragon, Arturo Rodríguez Fanlo, Simon Frieder, Simon Machado, Akshara Prabhakar, Ellie Thieu, Jiachen T. Wang, Zirui Wang, Xindi Wu, Mengzhou Xia, Wenhan Xia, Jiatong Yu, Junjie Zhu, Zhiyong Jason Ren, Sanjeev Arora, Danqi Chen
2024 — conf
Lifelong Event Detection with Embedding Space Separation and Compaction.
NAACL (Short Papers)
Chengwei Qin, Ruirui Chen, Ruochen Zhao, Wenhan Xia, Shafiq Joty
2024 J jnl
Lifelong Event Detection with Embedding Space Separation and Compaction.
CoRR
Chengwei Qin, Ruirui Chen, Ruochen Zhao, Wenhan Xia, Shafiq Joty
2024 J jnl
Relevant or Random: Can LLMs Truly Perform Analogical Reasoning?
CoRR
Chengwei Qin, Wenhan Xia, Tan Wang, Fangkai Jiao, Yuchen Hu, Bosheng Ding, Ruirui Chen, Shafiq Joty
2023 J jnl
Improving In-context Learning via Bidirectional Alignment.
CoRR
Chengwei Qin, Wenhan Xia, Fangkai Jiao, Shafiq Joty
2023 Misc conf
Online Learning for Obstacle Avoidance.
CoRL
David Snyder, Meghan Booker, Nathaniel Simon, Wenhan Xia, Daniel Suo, Elad Hazan, Anirudha Majumdar
2023 J jnl
Online Learning for Obstacle Avoidance.
CoRR
David Snyder, Meghan Booker, Nathaniel Simon, Wenhan Xia, Daniel Suo, Elad Hazan, Anirudha Majumdar
2023 A* conf
Online Nonstochastic Model-Free Reinforcement Learning.
NeurIPS
Udaya Ghai, Arushi Gupta, Wenhan Xia, Karan Singh, Elad Hazan
2023 J jnl
Online Nonstochastic Model-Free Reinforcement Learning.
CoRR
Udaya Ghai, Arushi Gupta, Wenhan Xia, Karan Singh, Elad Hazan
2022 J jnl
Adaptive Gradient Methods with Local Guarantees.
CoRR
Zhou Lu, Wenhan Xia, Sanjeev Arora, Elad Hazan
2022 J jnl
Fully Dynamic Inference With Deep Neural Networks.
IEEE Trans. Emerg. Top. Comput.
Wenhan Xia, Hongxu Yin, Xiaoliang Dai, Niraj K. Jha
2020 J jnl
Efficient Synthesis of Compact Deep Neural Networks.
CoRR
Wenhan Xia, Hongxu Yin, Niraj K. Jha
2020 J jnl
Fully Dynamic Inference with Deep Neural Networks.
CoRR
Wenhan Xia, Hongxu Yin, Xiaoliang Dai, Niraj K. Jha
2020 A* conf
INVITED: Efficient Synthesis of Compact Deep Neural Networks.
DAC
Wenhan Xia, Hongxu Yin, Niraj K. Jha
2017 J jnl
No-Reference and Robust Image Sharpness Evaluation Based on Multiscale Spatial and Spectral Features.
IEEE Trans. Multim.
Leida Li, Wenhan Xia, Weisi Lin, Yuming Fang, Shiqi Wang
2016 J jnl
Color image quality assessment based on sparse representation and reconstruction residual.
J. Vis. Commun. Image Represent.
Leida Li, Wenhan Xia, Yuming Fang, Ke Gu, Jinjian Wu, Weisi Lin, Jiansheng Qian