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ORCIDShu Yang 0010
Person information
- affiliation: King Abdullah University of Science and Technology, Provable Responsible AI and Data Analytics (PRADA) Lab, Thuwal, Saudi Arabia
- affiliation (former): University of Macau, NLP2CT Lab, Taipa, Macau
Other persons with the same name
- Shu Yang — disambiguation page
- Shu Yang 0001
![[0000-0002-6690-7081]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0002-6690-7081")
— University of South Florida, Center for Urban Transportation Research, Tampa, FL, USA - Shu Yang 0002 — Shenzhen University, Shenzhen, China
- Shu Yang 0003 — Baidu, Beijing, China (and 1 more)
- Shu Yang 0004 — Hong Kong University of Science and Technology, Hong Kong (and 1 more)
- Shu Yang 0005 — Rensselaer Polytechnic Institute, Troy, NY, USA
- Shu Yang 0006 — North Carolina State University, Raleigh, NC, USA
- Shu Yang 0007 — Tsinghua University, Beijing, China
- Shu Yang 0008 — University of Pennsylvania, Philadelphia, PA, USA
- Shu Yang 0009 — University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Shu Yang 0011 — Northwestern Polytechnical University, School of Automation, Xi'an, China
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2020 – today
- 2025
[j1]Junchao Wu, Shu Yang, Runzhe Zhan, Yulin Yuan, Lidia S. Chao, Derek Fai Wong:
A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions. Comput. Linguistics 51(1): 275-338 (2025)- [c6]Shu Yang, Shenzhe Zhu, Zeyu Wu, Keyu Wang, Junchi Yao, Junchao Wu, Lijie Hu, Mengdi Li, Derek F. Wong, Di Wang:
Fraud-R1 : A Multi-Round Benchmark for Assessing the Robustness of LLM Against Augmented Fraud and Phishing Inducements. ACL (Findings) 2025: 4374-4420 - [c5]Junchi Yao, Shu Yang, Jianhua Xu, Lijie Hu, Mengdi Li, Di Wang:
Understanding the Repeat Curse in Large Language Models from a Feature Perspective. ACL (Findings) 2025: 7787-7815 - [c4]Xinyi Yang, Runzhe Zhan, Shu Yang, Junchao Wu, Lidia S. Chao, Derek F. Wong:
Rethinking Prompt-based Debiasing in Large Language Model. ACL (Findings) 2025: 26538-26553 - [c3]Junchao Wu, Runzhe Zhan, Derek F. Wong, Shu Yang, Xuebo Liu, Lidia S. Chao, Min Zhang:
Who Wrote This? The Key to Zero-Shot LLM-Generated Text Detection Is GECScore. COLING 2025: 10275-10292 - [c2]Lijie Hu, Songning Lai, Yuan Hua, Shu Yang, Jingfeng Zhang, Di Wang:
Stable Vision Concept Transformers for Medical Diagnosis. ECML/PKDD (3) 2025: 317-332 - [i32]Chenyang Ren, Huanyi Xie, Shu Yang, Meng Ding, Lijie Hu, Di Wang:
Evaluating Data Influence in Meta Learning. CoRR abs/2501.15963 (2025) - [i31]Lin Zhang, Wenshuo Dong, Zhuoran Zhang, Shu Yang, Lijie Hu, Ninghao Liu, Pan Zhou, Di Wang:
EAP-GP: Mitigating Saturation Effect in Gradient-based Automated Circuit Identification. CoRR abs/2502.06852 (2025) - [i30]Shu Yang, Shenzhe Zhu, Zeyu Wu, Keyu Wang, Junchi Yao, Junchao Wu, Lijie Hu, Mengdi Li, Derek F. Wong, Di Wang:
Fraud-R1 : A Multi-Round Benchmark for Assessing the Robustness of LLM Against Augmented Fraud and Phishing Inducements. CoRR abs/2502.12904 (2025) - [i29]Tong Li, Shu Yang, Junchao Wu, Jiyao Wei, Lijie Hu, Mengdi Li, Derek F. Wong, Joshua R. Oltmanns, Di Wang:
Can Large Language Models Identify Implicit Suicidal Ideation? An Empirical Evaluation. CoRR abs/2502.17899 (2025) - [i28]Lijie Hu, Junchi Liao, Weimin Lyu, Shaopeng Fu, Tianhao Huang, Shu Yang, Guimin Hu, Di Wang:
C2 ATTACK: Towards Representation Backdoor on CLIP via Concept Confusion. CoRR abs/2503.09095 (2025) - [i27]Xinyi Yang, Runzhe Zhan, Derek F. Wong, Shu Yang, Junchao Wu, Lidia S. Chao:
Rethinking Prompt-based Debiasing in Large Language Models. CoRR abs/2503.09219 (2025) - [i26]Shu Yang, Junchao Wu, Xin Chen, Yunze Xiao, Xinyi Yang, Derek F. Wong, Di Wang:
Understanding Aha Moments: from External Observations to Internal Mechanisms. CoRR abs/2504.02956 (2025) - [i25]Junchi Yao, Shu Yang, Jianhua Xu, Lijie Hu, Mengdi Li, Di Wang:
Understanding the Repeat Curse in Large Language Models from a Feature Perspective. CoRR abs/2504.14218 (2025) - [i24]Ada Chen, Yongjiang Wu, Junyuan Zhang, Jingyu Xiao, Shu Yang, Jen-tse Huang, Kun Wang, Wenxuan Wang, Shuai Wang:
A Survey on the Safety and Security Threats of Computer-Using Agents: JARVIS or Ultron? CoRR abs/2505.10924 (2025) - [i23]Junchi Yao, Jianhua Xu, Tianyu Xin, Ziyi Wang, Shenzhe Zhu, Shu Yang, Di Wang:
Is Your LLM-Based Multi-Agent a Reliable Real-World Planner? Exploring Fraud Detection in Travel Planning. CoRR abs/2505.16557 (2025) - [i22]Yi Su, Jiayi Zhang, Shu Yang, Xinhai Wang, Lijie Hu, Di Wang:
Understanding How Value Neurons Shape the Generation of Specified Values in LLMs. CoRR abs/2505.17712 (2025) - [i21]Wenshuo Dong, Qingsong Yang, Shu Yang, Lijie Hu, Meng Ding, Wanyu Lin, Tianhang Zheng, Di Wang:
Understanding and Mitigating Cross-lingual Privacy Leakage via Language-specific and Universal Privacy Neurons. CoRR abs/2506.00759 (2025) - [i20]Wenrui Zhou, Shu Yang, Qingsong Yang, Zikun Guo, Lijie Hu, Di Wang:
Flattery in Motion: Benchmarking and Analyzing Sycophancy in Video-LLMs. CoRR abs/2506.07180 (2025) - [i19]Liangliang You, Junchi Yao, Shu Yang, Guimin Hu, Lijie Hu, Di Wang:
Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images. CoRR abs/2506.07184 (2025) - [i18]Xiangxiang Cui, Shu Yang, Tianjin Huang, Wanyu Lin, Lijie Hu, Di Wang:
The Compositional Architecture of Regret in Large Language Models. CoRR abs/2506.15617 (2025) - [i17]Shu Yang, Junchao Wu, Xuansheng Wu, Derek Wong, Ninhao Liu, Di Wang:
Is Long-to-Short a Free Lunch? Investigating Inconsistency and Reasoning Efficiency in LRMs. CoRR abs/2506.19492 (2025) - [i16]Keyu Wang, Jin Li, Shu Yang, Zhuoran Zhang, Di Wang:
When Truth Is Overridden: Uncovering the Internal Origins of Sycophancy in Large Language Models. CoRR abs/2508.02087 (2025) - [i15]Jiayi Zhang, Shu Yang, Junchao Wu, Derek F. Wong, Di Wang:
Understanding and Mitigating Political Stance Cross-topic Generalization in Large Language Models. CoRR abs/2508.02360 (2025) - [i14]Xin Chen, Junchao Wu, Shu Yang, Runzhe Zhan, Zeyu Wu, Ziyang Luo, Di Wang, Min Yang, Lidia S. Chao, Derek F. Wong:
RepreGuard: Detecting LLM-Generated Text by Revealing Hidden Representation Patterns. CoRR abs/2508.13152 (2025) - 2024
- [c1]Junchao Wu, Runzhe Zhan, Derek F. Wong, Shu Yang, Xinyi Yang, Yulin Yuan, Lidia S. Chao:
DetectRL: Benchmarking LLM-Generated Text Detection in Real-World Scenarios. NeurIPS 2024 - [i13]Shu Yang, Muhammad Asif Ali, Cheng-Long Wang, Lijie Hu, Di Wang:
MoRAL: MoE Augmented LoRA for LLMs' Lifelong Learning. CoRR abs/2402.11260 (2024) - [i12]Shu Yang, Lijie Hu, Lu Yu, Muhammad Asif Ali, Di Wang:
Human-AI Interactions in the Communication Era: Autophagy Makes Large Models Achieving Local Optima. CoRR abs/2402.11271 (2024) - [i11]Shu Yang, Jiayuan Su, Han Jiang, Mengdi Li, Keyuan Cheng, Muhammad Asif Ali, Lijie Hu, Di Wang:
Dialectical Alignment: Resolving the Tension of 3H and Security Threats of LLMs. CoRR abs/2404.00486 (2024) - [i10]Muhammad Asif Ali, Zhengping Li, Shu Yang, Keyuan Cheng, Yang Cao, Tianhao Huang, Lijie Hu, Lu Yu, Di Wang:
PROMPT-SAW: Leveraging Relation-Aware Graphs for Textual Prompt Compression. CoRR abs/2404.00489 (2024) - [i9]Junchao Wu, Runzhe Zhan, Derek F. Wong, Shu Yang, Xuebo Liu, Lidia S. Chao, Min Zhang:
Who Wrote This? The Key to Zero-Shot LLM-Generated Text Detection Is GECScore. CoRR abs/2405.04286 (2024) - [i8]Keyuan Cheng, Muhammad Asif Ali, Shu Yang, Gang Lin, Yuxuan Zhai, Haoyang Fei, Ke Xu, Lu Yu, Lijie Hu, Di Wang:
Leveraging Logical Rules in Knowledge Editing: A Cherry on the Top. CoRR abs/2405.15452 (2024) - [i7]Lijie Hu, Liang Liu, Shu Yang, Xin Chen, Hongru Xiao, Mengdi Li, Pan Zhou, Muhammad Asif Ali, Di Wang:
A Hopfieldian View-based Interpretation for Chain-of-Thought Reasoning. CoRR abs/2406.12255 (2024) - [i6]Lijie Hu, Liang Liu, Shu Yang, Xin Chen, Zhen Tan, Muhammad Asif Ali, Mengdi Li, Di Wang:
Understanding Reasoning in Chain-of-Thought from the Hopfieldian View. CoRR abs/2410.03595 (2024) - [i5]Shu Yang, Shenzhe Zhu, Ruoxuan Bao, Liang Liu, Yu Cheng, Lijie Hu, Mengdi Li, Di Wang:
What makes your model a low-empathy or warmth person: Exploring the Origins of Personality in LLMs. CoRR abs/2410.10863 (2024) - [i4]Junchao Wu, Runzhe Zhan, Derek F. Wong, Shu Yang, Xinyi Yang, Yulin Yuan, Lidia S. Chao:
DetectRL: Benchmarking LLM-Generated Text Detection in Real-World Scenarios. CoRR abs/2410.23746 (2024) - [i3]Lijie Hu, Chenyang Ren, Huanyi Xie, Khouloud Saadi, Shu Yang, Jingfeng Zhang, Di Wang:
Dissecting Misalignment of Multimodal Large Language Models via Influence Function. CoRR abs/2411.11667 (2024) - 2023
- [i2]Tao Fang, Shu Yang, Kaixin Lan, Derek F. Wong, Jinpeng Hu, Lidia S. Chao, Yue Zhang:
Is ChatGPT a Highly Fluent Grammatical Error Correction System? A Comprehensive Evaluation. CoRR abs/2304.01746 (2023) - [i1]Junchao Wu, Shu Yang, Runzhe Zhan, Yulin Yuan, Derek F. Wong, Lidia S. Chao:
A Survey on LLM-generated Text Detection: Necessity, Methods, and Future Directions. CoRR abs/2310.14724 (2023)
Coauthor Index
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