Zijia Liu

PhD student, Physics, Tongji University

Joined

January 2023

Names

Zijia Liu (Preferred)

Emails

****@tongji.edu.cn (Confirmed)

****@illinois.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Physics, Tongji University (tongji.edu.cn)

2021 – 2026

PhD student

Computer Science, University of Illinois at Urbana-Champaign (illinois.edu)

2024 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Gang Yan

2021 – 2026

PhD Advisor

Jiaxuan You

2024 – 2025

Expertise

Large Language Models

2023 – 2099

network science

2021 – 2099

AI for Science

2017 – 2099

Publications

Why AI Scientists Are Not Yet Ready for Open-Ended and Fully Autonomous Scientific Discovery
Kunlun Zhu, Jiaxun Zhang, Peixuan Han, Haofei Yu, Zijia Liu, Tao Feng, Yanru Qu, Zhaochen Hong, Pengrui Han, Dwip Dalal, Yifan Shen, Jinwei Yao, Cheng Qian, Pan Lu, Heng Ji, Jiaxuan You
- MSLD 2026 Poster
- Readers: Everyone
Where LLM Agents Fail And How They can Learn From Failures
Kunlun Zhu, Zijia Liu, Bingxuan Li, Muxin Tian, Yingxuan Yang, Jiaxun Zhang, Pengrui Han, Qipeng Xie, Fuyang Cui, Weijia Zhang, Xiaoteng Ma, Xiaodong Yu, Gowtham Ramesh, Yusheng Su, Jialian Wu, Zicheng Liu, Pan Lu, James Zou, Jiaxuan You
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
SeeingEye: Agentic Information Flow Unlocks Multimodal Reasoning in Text-Only LLMs
Weijia Zhang, Zijia Liu, Haoru Li, Haoqi Chen, Jiaxuan You
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
ToMAP: Training Opponent-Aware LLM Persuaders with Theory of Mind
Peixuan Han, Zijia Liu, Jiaxuan You
- Submitted to ICLR 2026
- Readers: Everyone
SafeScientist: Toward Risk-Aware Scientific Discoveries by LLM Agents
Kunlun Zhu, Jiaxun Zhang, Ziheng Qi, Nuoxing Shang, Zijia Liu, Peixuan Han, Yue Su, Haofei Yu, Jiaxuan You
- NeurIPS2025-AI4Science Poster
- Readers: Everyone
A Multimodal, Multi-Turn Large Speech-Language Model for Real-Time Emotion Tracking and Empathetic Responding
Zijia Liu, Xiaocheng Yang, Dilek Hakkani-Tür
- SpeechAI TTIC 2025 OralorPoster
- Readers: Everyone
Mixup in Latent Geometry for Graph Classification
Zijia Liu, Xiaolei Ru, Jack Murdoch Moore, Xinya Zhang, Gang Yan
- IEEE Trans. Netw. Sci. Eng. 2024
- Readers: Everyone
Maintaining Adversarial Robustness in Continuous Learning
Xiaolei Ru, Xiaowei Cao, Zijia Liu, Jack Murdoch Moore, Xinya Zhang, Xia Zhu, Wenjia Wei, Gang Yan
- CoRR 2024
- Readers: Everyone
Attentive Transfer Entropy to Exploit Transient Emergence of Coupling Effect
Xiaolei Ru, Xin-Ya Zhang, Zijia Liu, Jack Murdoch Moore, Gang Yan
- NeurIPS 2023 spotlight
- Readers: Everyone
Attentive Transfer Entropy to Exploit Transient Emergence of Coupling Effect
Xiaolei Ru, Xinya Zhang, Zijia Liu, Jack Murdoch Moore, Gang Yan
- NeurIPS 2023
- Readers: Everyone

View all 11 publications

Co-Authors

View all 46 co-authors