Is ChatGPT a Highly Fluent Grammatical Error Correction System? A Comprehensive Evaluation. - Tao Fang; Shu Yang 010; Kaixin Lan; Derek F. Wong; Jinpeng Hu; Lidia S. Chao; Yue Zhang 004 (CoRR, 2023)

DetectRL: Benchmarking LLM-Generated Text Detection in Real-World Scenarios. - Junchao Wu; Runzhe Zhan; Derek F. Wong; Shu Yang 010; Xinyi Yang 008; Yulin Yuan; Lidia S. Chao (NeurIPS, 2024)

MoRAL: MoE Augmented LoRA for LLMs' Lifelong Learning. - Shu Yang 010; Muhammad Asif Ali; Cheng-Long Wang 003; Lijie Hu; Di Wang 015 (CoRR, 2024)

Human-AI Interactions in the Communication Era: Autophagy Makes Large Models Achieving Local Optima. - Shu Yang 010; Lijie Hu; Lu Yu; Muhammad Asif Ali; Di Wang 015 (CoRR, 2024)

Dialectical Alignment: Resolving the Tension of 3H and Security Threats of LLMs. - Shu Yang 010; Jiayuan Su; Han Jiang; Mengdi Li; Keyuan Cheng; Muhammad Asif Ali; Lijie Hu; Di Wang 015 (CoRR, 2024)

PROMPT-SAW: Leveraging Relation-Aware Graphs for Textual Prompt Compression. - Muhammad Asif Ali; Zhengping Li; Shu Yang 010; Keyuan Cheng; Yang Cao; Tianhao Huang; Lijie Hu; Lu Yu; Di Wang 015 (CoRR, 2024)

Leveraging Logical Rules in Knowledge Editing: A Cherry on the Top. - Keyuan Cheng; Muhammad Asif Ali; Shu Yang 010; Gang Lin; Yuxuan Zhai; Haoyang Fei; Ke Xu; Lu Yu; Lijie Hu; Di Wang 015 (CoRR, 2024)

A Hopfieldian View-based Interpretation for Chain-of-Thought Reasoning. - Lijie Hu; Liang Liu; Shu Yang 010; Xin Chen; Hongru Xiao; Mengdi Li; Pan Zhou 001; Muhammad Asif Ali; Di Wang 015 (CoRR, 2024)

Understanding Reasoning in Chain-of-Thought from the Hopfieldian View. - Lijie Hu; Liang Liu; Shu Yang 010; Xin Chen; Zhen Tan; Muhammad Asif Ali; Mengdi Li; Di Wang 015 (CoRR, 2024)

What makes your model a low-empathy or warmth person: Exploring the Origins of Personality in LLMs. - Shu Yang 010; Shenzhe Zhu; Ruoxuan Bao; Liang Liu; Yu Cheng; Lijie Hu; Mengdi Li; Di Wang 015 (CoRR, 2024)

Dissecting Misalignment of Multimodal Large Language Models via Influence Function. - Lijie Hu; Chenyang Ren; Huanyi Xie; Khouloud Saadi; Shu Yang 010; Jingfeng Zhang; Di Wang 015 (CoRR, 2024)

Rethinking Prompt-based Debiasing in Large Language Model. - Xinyi Yang 008; Runzhe Zhan; Shu Yang 010; Junchao Wu; Lidia S. Chao; Derek F. Wong (ACL (Findings), 2025)

Fraud-R1 : A Multi-Round Benchmark for Assessing the Robustness of LLM Against Augmented Fraud and Phishing Inducements. - Shu Yang 010; Shenzhe Zhu; Zeyu Wu; Keyu Wang 001; Junchi Yao; Junchao Wu; Lijie Hu; Mengdi Li; Derek F. Wong; Di Wang 015 (ACL (Findings), 2025)

Understanding the Repeat Curse in Large Language Models from a Feature Perspective. - Junchi Yao; Shu Yang 010; Jianhua Xu; Lijie Hu; Mengdi Li; Di Wang 015 (ACL (Findings), 2025)

Who Wrote This? The Key to Zero-Shot LLM-Generated Text Detection Is GECScore. - Junchao Wu; Runzhe Zhan; Derek F. Wong; Shu Yang 010; Xuebo Liu 002; Lidia S. Chao; Min Zhang 005 (COLING, 2025)

A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions. - Junchao Wu; Shu Yang 010; Runzhe Zhan; Yulin Yuan; Lidia S. Chao; Derek Fai Wong (Comput. Linguistics, 2025)

Evaluating Data Influence in Meta Learning. - Chenyang Ren; Huanyi Xie; Shu Yang 010; Meng Ding; Lijie Hu; Di Wang 015 (CoRR, 2025)

EAP-GP: Mitigating Saturation Effect in Gradient-based Automated Circuit Identification. - Lin Zhang; Wenshuo Dong; Zhuoran Zhang 003; Shu Yang 010; Lijie Hu; Ninghao Liu; Pan Zhou 001; Di Wang 015 (CoRR, 2025)

Can Large Language Models Identify Implicit Suicidal Ideation? An Empirical Evaluation. - Tong Li; Shu Yang 010; Junchao Wu; Jiyao Wei; Lijie Hu; Mengdi Li; Derek F. Wong; Joshua R. Oltmanns; Di Wang 015 (CoRR, 2025)

C2 ATTACK: Towards Representation Backdoor on CLIP via Concept Confusion. - Lijie Hu; Junchi Liao; Weimin Lyu; Shaopeng Fu; Tianhao Huang; Shu Yang 010; Guimin Hu; Di Wang 015 (CoRR, 2025)

Rethinking Prompt-based Debiasing in Large Language Models. - Xinyi Yang 008; Runzhe Zhan; Derek F. Wong; Shu Yang 010; Junchao Wu; Lidia S. Chao (CoRR, 2025)

Understanding Aha Moments: from External Observations to Internal Mechanisms. - Shu Yang 010; Junchao Wu; Xin Chen; Yunze Xiao; Xinyi Yang 008; Derek F. Wong; Di Wang 015 (CoRR, 2025)

A Survey on the Safety and Security Threats of Computer-Using Agents: JARVIS or Ultron? - Ada Chen; Yongjiang Wu; Junyuan Zhang; Jingyu Xiao; Shu Yang 010; Jen-tse Huang 001; Kun Wang 056; Wenxuan Wang 001; Shuai Wang 011 (CoRR, 2025)

Is Your LLM-Based Multi-Agent a Reliable Real-World Planner? Exploring Fraud Detection in Travel Planning. - Junchi Yao; Jianhua Xu; Tianyu Xin; Ziyi Wang; Shenzhe Zhu; Shu Yang 010; Di Wang 015 (CoRR, 2025)

Understanding How Value Neurons Shape the Generation of Specified Values in LLMs. - Yi Su; Jiayi Zhang; Shu Yang 010; Xinhai Wang; Lijie Hu; Di Wang 015 (CoRR, 2025)

Understanding and Mitigating Cross-lingual Privacy Leakage via Language-specific and Universal Privacy Neurons. - Wenshuo Dong; Qingsong Yang; Shu Yang 010; Lijie Hu; Meng Ding; Wanyu Lin; Tianhang Zheng; Di Wang 015 (CoRR, 2025)

Flattery in Motion: Benchmarking and Analyzing Sycophancy in Video-LLMs. - Wenrui Zhou; Shu Yang 010; Qingsong Yang; Zikun Guo; Lijie Hu; Di Wang 015 (CoRR, 2025)

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images. - Liangliang You; Junchi Yao; Shu Yang 010; Guimin Hu; Lijie Hu; Di Wang 015 (CoRR, 2025)

The Compositional Architecture of Regret in Large Language Models. - Xiangxiang Cui; Shu Yang 010; Tianjin Huang; Wanyu Lin; Lijie Hu; Di Wang 015 (CoRR, 2025)

Is Long-to-Short a Free Lunch? Investigating Inconsistency and Reasoning Efficiency in LRMs. - Shu Yang 010; Junchao Wu; Xuansheng Wu; Derek Wong; Ninhao Liu; Di Wang 015 (CoRR, 2025)

When Truth Is Overridden: Uncovering the Internal Origins of Sycophancy in Large Language Models. - Keyu Wang 001; Jin Li 002; Shu Yang 010; Zhuoran Zhang 003; Di Wang 015 (CoRR, 2025)

Understanding and Mitigating Political Stance Cross-topic Generalization in Large Language Models. - Jiayi Zhang; Shu Yang 010; Junchao Wu; Derek F. Wong; Di Wang 015 (CoRR, 2025)