Peiyang He

According to our database, Peiyang He authored at least 20 papers between 2021 and 2026.

Collaborative distances:

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

2026

The Alignment Floor: How Persona Customization Breaks Safety in Weakly-Aligned LLMs.

Xing Zhang, Guanghui Wang, Yanwei Cui, Wei Qiu, Ziyuan Li, Bing Zhu, Peiyang He

CoRR, May, 2026

Ratchet: A Minimal Hygiene Recipe for Self-Evolving LLM Agents.

Xing Zhang, Yanwei Cui, Guanghui Wang, Ziyuan Li, Wei Qiu, Bing Zhu, Peiyang He

CoRR, May, 2026

Library Drift: Diagnosing and Fixing a Silent Failure Mode in Self-Evolving LLM Skill Libraries.

Xing Zhang, Yanwei Cui, Guanghui Wang, Ziyuan Li, Wei Qiu, Bing Zhu, Peiyang He

CoRR, May, 2026

Hindsight Preference Optimization for Financial Time Series Advisory.

Yanwei Cui, Guanghui Wang, Xing Zhang, Peiyang He, Ziyuan Li, Bing Zhu, Wei Qiu, Xusheng Wang, Zheng Yu, Anqi Xin

CoRR, April, 2026

Experience Compression Spectrum: Unifying Memory, Skills, and Rules in LLM Agents.

Xing Zhang, Guanghui Wang, Yanwei Cui, Wei Qiu, Ziyuan Li, Bing Zhu, Peiyang He

CoRR, April, 2026

Prompt Optimization Is a Coin Flip: Diagnosing When It Helps in Compound AI Systems.

Xing Zhang, Guanghui Wang, Yanwei Cui, Wei Qiu, Ziyuan Li, Bing Zhu, Peiyang He

CoRR, April, 2026

Do Agent Rules Shape or Distort? Guardrails Beat Guidance in Coding Agents.

Xing Zhang, Guanghui Wang, Yanwei Cui, Wei Qiu, Ziyuan Li, Bing Zhu, Peiyang He

CoRR, April, 2026

Verified Multi-Agent Orchestration: A Plan-Execute-Verify-Replan Framework for Complex Query Resolution.

Xing Zhang, Yanwei Cui, Guanghui Wang, Wei Qiu, Ziyuan Li, Fangwei Han, Yajing Huang, Hengzhi Qiu, Bing Zhu, Peiyang He

CoRR, March, 2026

2025

STED and Consistency Scoring: A Framework for Evaluating LLM Structured Output Reliability.

Guanghui Wang, Jinze Yu, Xing Zhang, Dayuan Jiang, Yin Song, Tomal Deb, Xuefeng Liu, Peiyang He

CoRR, December, 2025

SysMoBench: Evaluating AI on Formally Modeling Complex Real-World Systems.

Qian Cheng, Ruize Tang, Emilie Ma, Finn Hackett, Peiyang He, Yiming Su, Ivan Beschastnikh, Yu Huang, Xiaoxing Ma, Tianyin Xu

CoRR, September, 2025

A Multi-Stage Pipeline for Accurate Handwritten Information Extraction from Financial Forms.

Guanghui Wang, Jinze Yu, Xing Zhang, Tomal Deb, Xuefeng Liu, Peiyang He

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

OpenVIS: Open-vocabulary Video Instance Segmentation.

Pinxue Guo, Hao Huang, Peiyang He, Xuefeng Liu, Tianjun Xiao, Wenqiang Zhang

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Column generation based hybrid optimization method for last-mile delivery service with autonomous vehicles.

Hongjian Hu, Hu Qin, Gangyan Xu, Nan Huang, Peiyang He

Adv. Eng. Informatics, 2024

2023

A column generation based approach for an integrated production and transportation scheduling problem with dual delivery modes.

Kunpeng Li, Peiyang He, P. N. Ram Kumar

Int. J. Prod. Res., August, 2023

OpenVIS: Open-vocabulary Video Instance Segmentation.

Pinxue Guo, Tony Huang, Peiyang He, Xuefeng Liu, Tianjun Xiao, Zhaoyu Chen, Wenqiang Zhang

CoRR, 2023

Topic Knowledge Based Controlled Generation for Long Documents Using Retrieval-Based Language Models.

Xuefei Zhang, Peiyang He, Tomal Deb, Guang Yang, Xuefeng Liu, Ziqing Hu, Tianyi Mao

Proceedings of the Fuzzy Systems and Data Mining IX, 2023

FundRecLLM: Fund Recommendation Based on Financial News and Research Analyst Report.

Guang Yang, Peiyang He, Xuefeng Liu

Proceedings of the Fuzzy Systems and Data Mining IX, 2023

2022

An enhanced branch-and-price algorithm for the integrated production and transportation scheduling problem.

Peiyang He, Kunpeng Li, P. N. Ram Kumar

Int. J. Prod. Res., 2022

2021

Privacy-preserving Object Detection.

Peiyang He, Charlie Griffin, Krzysztof Kacprzyk, Artjom Joosen, Michael Collyer, Aleksandar Shtedritski, Yuki Markus Asano

CoRR, 2021

Selfgait: A Spatiotemporal Representation Learning Method for Self-Supervised Gait Recognition.

Yiqun Liu, Yi Zeng, Jian Pu, Hongming Shan, Peiyang He, Junping Zhang

Proceedings of the IEEE International Conference on Acoustics, 2021