Zhengyan Shi

According to our database, Zhengyan Shi authored at least 18 papers between 2008 and 2026.

Collaborative distances:

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

2026

FAME: Forecasting Academic Impact via Continuous-Time Manifold Evolution.

Jianrong Ding, Jianyuan Zhong, Zhengyan Shi, Qiang Xu

CoRR, May, 2026

2025

Learning to Extract Context for Context-Aware LLM Inference.

Minseon Kim, Lucas Caccia, Zhengyan Shi, Matheus Pereira, Marc-Alexandre Côté, Xingdi Yuan, Alessandro Sordoni

CoRR, December, 2025

AI Deception: Risks, Dynamics, and Controls.

Boyuan Chen, Sitong Fang, Jiaming Ji, Yanxu Zhu, Pengcheng Wen, Jinzhou Wu, Yingshui Tan, Boren Zheng, Mengying Yuan, Wenqi Chen, Donghai Hong, Alex Qiu, Xin Chen, Jiayi Zhou, Kaile Wang, Juntao Dai, Borong Zhang, Tianzhuo Yang, Saad Siddiqui, Isabella Duan, Yawen Duan, Brian Tse, Jen-Tse Huang, Kun Wang, Baihui Zheng, Jiaheng Liu, Jian Yang, Yiming Li, Wenting Chen, Dongrui Liu, Lukas Vierling, Zhiheng Xi, Haobo Fu, Wenxuan Wang, Jitao Sang, Zhengyan Shi, Chi-Min Chan, Eugenie Shi, Simin Li, Juncheng Li, Jian Yang, Wei Ji, Dong Li, Jinglin Yang, Jun Song, Yinpeng Dong, Jie Fu, Bo Zheng, Min Yang, Yike Guo, Philip Torr, Robert Trager, Yi Zeng, Zhongyuan Wang, Yaodong Yang, Tiejun Huang, Ya-Qin Zhang, Hongjiang Zhang, Andrew Yao

CoRR, November, 2025

Gistify! Codebase-Level Understanding via Runtime Execution.

Hyunji Lee, Minseon Kim, Chinmay Singh, Matheus Pereira, Atharv Sonwane, Isadora White, Elias Stengel-Eskin, Mohit Bansal, Zhengyan Shi, Alessandro Sordoni, Marc-Alexandre Côté, Xingdi Yuan, Lucas Caccia

CoRR, October, 2025

BugPilot: Complex Bug Generation for Efficient Learning of SWE Skills.

Atharv Sonwane, Isadora White, Hyunji Lee, Matheus Pereira, Lucas Caccia, Minseon Kim, Zhengyan Shi, Chinmay Singh, Alessandro Sordoni, Marc-Alexandre Côté, Xingdi Yuan

CoRR, October, 2025

Mixture of Noise for Pre-Trained Model-Based Class-Incremental Learning.

Kai Jiang, Zhengyan Shi, Dell Zhang, Hongyuan Zhang, Xuelong Li

CoRR, September, 2025

Optimising Language Models for Downstream Tasks: A Post-Training Perspective.

Zhengyan Shi

CoRR, June, 2025

RiOT: Efficient Prompt Refinement with Residual Optimization Tree.

Chenyi Zhou, Zhengyan Shi, Yuan Yao, Lei Liang, Huajun Chen, Qiang Zhang

CoRR, June, 2025

Learning to Solve Complex Problems via Dataset Decomposition.

Wanru Zhao, Lucas Page-Caccia, Zhengyan Shi, Minseon Kim, Weijia Xu, Alessandro Sordoni

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

When Can Proxies Improve the Sample Complexity of Preference Learning?

Yuchen Zhu, Daniel Augusto de Souza, Zhengyan Shi, Mengyue Yang, Pasquale Minervini, Matt J. Kusner, Alexander Nicholas D'Amour

Proceedings of the Forty-second International Conference on Machine Learning, 2025

SelKD: Selective Knowledge Distillation via Optimal Transport Perspective.

Liangliang Shi, Zhengyan Shi, Junchi Yan

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Empirical Analysis on User Profile in Personalized LLMs.

Bin Wu, Zhengyan Shi, Hossein A. Rahmani, Varsha Ramineni, Emine Yilmaz

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

RiOT: Efficient Prompt Refinement with Residual Optimization Tree.

Chenyi Zhou, Zhengyan Shi, Yuan Yao, Lei Liang, Huajun Chen, Qiang Zhang

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

EventRAG: Enhancing LLM Generation with Event Knowledge Graphs.

Zairun Yang, Yilin Wang, Zhengyan Shi, Yuan Yao, Lei Liang, Keyan Ding, Emine Yilmaz, Huajun Chen, Qiang Zhang

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Understanding Likelihood Over-optimisation in Direct Alignment Algorithms.

Zhengyan Shi, Sander Land, Acyr Locatelli, Matthieu Geist, Max Bartolo

CoRR, 2024

Understanding the Role of User Profile in the Personalization of Large Language Models.

Bin Wu, Zhengyan Shi, Hossein A. Rahmani, Varsha Ramineni, Emine Yilmaz

CoRR, 2024

Instruction Tuning With Loss Over Instructions.

Zhengyan Shi, Adam X. Yang, Bin Wu, Laurence Aitchison, Emine Yilmaz, Aldo Lipani

CoRR, 2024

2008

Transmit Antenna Selected V-BLAST Systems With Power Allocation.

Zhengyan Shi, Harry Leib

IEEE Trans. Veh. Technol., 2008