Publications

NeurIPS WS

Deep Research Brings Deeper Harm

Shuo Chen*, Zonggen Li*, Han Zhen, Bailan He, Tong Liu, Haokun Chen, Georg Groh, Philip Torr, Volker Tresp, and Jindong Gu
Reliable ML from Unreliable Data Workshop @ NeurIPS, 2025
Preprint

Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning

Sikuan Yan*, Xiufeng Yang*, Zuchao Huang, Ercong Nie, Zifeng Ding, Zonggen Li, Xiaowen Ma, Hinrich Schütze, Volker Tresp, Yunpu Ma
arXiv, 2025
PDF
Journal

AGCVT-prompt for sentiment classification: Automatically generating chain of thought and verbalizer in prompt learning

Xu Gu, Xiaoliang Chen, Peng Lu, Zonggen Li, Yajun Du, Xianyong Li
Engineering Applications of Artificial Intelligence, 2024
PDF
(* denotes equal contribution)