Wenhan Xia

According to our database, Wenhan Xia authored at least 14 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Relevant or Random: Can LLMs Truly Perform Analogical Reasoning?

Chengwei Qin, Wenhan Xia, Tan Wang, Fangkai Jiao, Yuchen Hu, Bosheng Ding, Ruirui Chen, Shafiq Joty

CoRR, 2024

Chain of LoRA: Efficient Fine-tuning of Language Models via Residual Learning.

Wenhan Xia, Chengwei Qin, Elad Hazan

CoRR, 2024

Lifelong Event Detection with Embedding Space Separation and Compaction.

Chengwei Qin, Ruirui Chen, Ruochen Zhao, Wenhan Xia, Shafiq Joty

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Short Papers, 2024

Language Models as Science Tutors.

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

Proceedings of the Forty-first International Conference on Machine Learning, 2024

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, Anh Tuan Luu, Shafiq Joty

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Improving In-context Learning via Bidirectional Alignment.

Chengwei Qin, Wenhan Xia, Fangkai Jiao, Shafiq Joty

CoRR, 2023

Online Nonstochastic Model-Free Reinforcement Learning.

Udaya Ghai, Arushi Gupta, Wenhan Xia, Karan Singh, Elad Hazan

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Online Learning for Obstacle Avoidance.

David Snyder, Meghan Booker, Nathaniel Simon, Wenhan Xia, Daniel Suo, Elad Hazan, Anirudha Majumdar

Proceedings of the Conference on Robot Learning, 2023

2022

Fully Dynamic Inference With Deep Neural Networks.

Wenhan Xia, Hongxu Yin, Xiaoliang Dai, Niraj K. Jha

IEEE Trans. Emerg. Top. Comput., 2022

Adaptive Gradient Methods with Local Guarantees.

Zhou Lu, Wenhan Xia, Sanjeev Arora, Elad Hazan

CoRR, 2022

2020

Efficient Synthesis of Compact Deep Neural Networks.

Wenhan Xia, Hongxu Yin, Niraj K. Jha

CoRR, 2020

INVITED: Efficient Synthesis of Compact Deep Neural Networks.

Wenhan Xia, Hongxu Yin, Niraj K. Jha

Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

2017

No-Reference and Robust Image Sharpness Evaluation Based on Multiscale Spatial and Spectral Features.

Leida Li, Wenhan Xia, Weisi Lin, Yuming Fang, Shiqi Wang

IEEE Trans. Multim., 2017

2016

Color image quality assessment based on sparse representation and reconstruction residual.

Leida Li, Wenhan Xia, Yuming Fang, Ke Gu, Jinjian Wu, Weisi Lin, Jiansheng Qian

J. Vis. Commun. Image Represent., 2016