← Zijing Shi

Publications

Full citation stats on Google Scholar.

Agentic Reasoning and Planning

Game agents

Monte Carlo Planning with Large Language Models for Text-based Game Agents
Zijing Shi, Meng Fang, Ling Chen
ICLR 2025 PDF Code
Large Language Models are Neurosymbolic Reasoners
Meng Fang*, Shilong Deng*, Yudi Zhang*, Zijing Shi, Ling Chen, Mykola Pechenizkiy, Jun Wang
AAAI 2024 PDF Code
Self-imitation Learning for Action Generation in Text-based Games
Zijing Shi, Yunqiu Xu, Meng Fang, Ling Chen
EACL 2023 PDF Code

Web agents

Benchmarking Web Agent Safety under E-commerce Deceptive Interfaces
Zijing Shi, Meng Fang, Ling Chen
ACL 2026 Project

Multi-agent simulation

Cooperation on the Fly: Exploring Language Agents for Ad Hoc Teamwork in the Avalon Game
Zijing Shi, Meng Fang, Shenghao Zheng, Shilong Deng, Ling Chen, Yali Du
IEEE Transactions on Games arXiv
Hierarchical Multi-Agent Framework for Dynamic Macroeconomic Modeling using Large Language Models
Zhenghao Chen, Zijing Shi, Yi Yang, Meng Fang, Yali Du
AAMAS 2025
Spiral of Silence in Large Language Model Agents
Mingze Zhong, Meng Fang, Zijing Shi, Yiming Huang, Shenghao Zheng, Yali Du, Ling Chen, Jun Wang
EMNLP 2025 (Findings)

Trustworthy and Aligned Agents

Value alignment

Stay Moral and Explore: Learn to Behave Morally in Text-based Games
Zijing Shi*, Meng Fang*, Yunqiu Xu, Ling Chen, Yali Du
ICLR 2023 PDF Code
Human-Guided Moral Decision Making in Text-based Games
Zijing Shi, Meng Fang, Ling Chen, Yali Du, Jun Wang
AAAI 2024 (Oral) PDF
Bridging Confidence and Competence: Evaluating Self-assessment Alignment in LLM Mathematical Reasoning
Mingze Zhong, Zijing Shi, Zhuoyu Wang, Ruichen Liu, Meng Fang, Ling Chen
PRICAI 2025

Social bias in LLMs

CHBias: Bias Evaluation and Mitigation of Chinese Conversational Language Models
Jiaxu Zhao*, Meng Fang*, Zijing Shi, Yitong Li, Ling Chen, Mykola Pechenizkiy
ACL 2023 PDF Code
More than Minorities and Majorities: Understanding Multilateral Bias in Language Generation
Jiaxu Zhao, Zijing Shi, Yitong Li, Yulong Pei, Ling Chen, Meng Fang, Mykola Pechenizkiy
ACL 2024 (Findings) PDF
Lost in Pronunciation: Detecting Chinese Offensive Language Disguised by Phonetic Cloaking Replacement
Hongyi Guo, Jiehao He, Junyi Ma, Hongbin Na, Zhenyu Wang, Hongxi Zhang, Qingyu Chen, Wenliang Wang, Zijing Shi, et al.
EMNLP 2025