Publications

2025

• Exploring Concept Depth: How Large Language Models Acquire Knowledge at Different Layers?
  Mingyu Jin🌟, Qinkai Yu🌟, Jingyuan Huang🌟, Qingcheng Zeng🌟, Zhenting Wang, Wenyue Hua, Haiyan Zhao, Kai Mei, Yanda Meng, Kaize Ding, Fan Yang, Mengnan Du, Yongfeng Zhang
  The 31st International Conference on Computational Linguistics (COLING 2025)
  [Paper] [Website]

2024

• TGOnline: Enhancing Temporal Graph Learning with Adaptive Online Meta-Learning
  Ruijie Wang, Jingyuan Huang, Yutong Zhang, Jinyang Li, Yufeng Wang, Wanyu Zhao, Shengzhong Liu, Charith Mendis and Tarek Abdelzaher.
  The 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2024.
  [Paper]

2022

• Representation and Extraction of Physics Knowledge Based on Knowledge Graph and Embedding-Combined Text Classification for Cooperative Learning
  Jialin Shang🌟, Jingyuan Huang🌟, Shihua Zeng🌟, Jian Zhang, and Hongwei Wang
  IEEE 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD), 2022.
  [Paper]

Preprint

• Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
  Hanrong Zhang, Jingyuan Huang, Kai Mei, Yifei Yao, Zhenting Wang, Chenlu Zhan, Hongwei Wang, Yongfeng Zhang
  [Paper] [Code]

(🌟 indicates equal contributions)