Hello, my name is Wen Xiangyu. I was admitted to the Department of Computer Science and Engineering at the Chinese University of Hong Kong as a third-year Ph.D. student. Now I am studying in the CUHK REliable Computing Laboratory (CURE Lab.) and my supervisor is Prof. XU Qiang. Before this, I got my Bachelor’s and Master’s Degrees (supervised by Prof. Jiang Wei) from the University of Electronic Science and Technology of China. My research interests are about Large Language Model (Reasoning) and AI security.
🔥 News
- 2025.09: 🎉🎉 Our paper is accepted by NeurIPS 2025.
- 2025.08: 🎉🎉 Our paper is accepted by EMNLP 2025.
- 2025.07: 🎉🎉 Our paper is accepted by ICCAD 2025.
- 2025.03: 🎉🎉 Our paper is accepted by ACM Computing Surveys.
- 2025.01: 🎉🎉 Our paper is accepted by NAACL 2025.
Click to expand/collapse older news
- *2024.10*: 🎉🎉 Our paper is accepted by IEEE JETCAS 2024. - *2024.09*: 🎉🎉 Our paper is accepted by IEEE Transactions on Computers (TC) 2024. - *2022.11*: 🎉🎉 Won 2nd place in the International Algorithm Case Competition.📝 Publications
Recent Papers (2025)
Dependency Matters: Enhancing LLM Reasoning with Explicit Knowledge Grounding
Xiangyu Wen, Min Li, Junhua Huang, Jianyuan Zhong, Zhijian Xu, Zeju Li, Yongxiang Huang, Mingxuan Yuan, Qiang Xu
Dyve: Thinking Fast and Slow for Dynamic Process Verification
Jianyuan Zhong, Zeju Li, Zhijian Xu, Xiangyu Wen, Qiang Xu
MMCircuitEval: A Comprehensive Multimodal Circuit-Focused Benchmark for Evaluating LLMs
Chenchen Zhao*, Zhengyuan Shi*, Xiangyu Wen*, …, Qiang Xu
Trojan Attacks and Countermeasures on Deep Neural Networks from Life-Cycle Perspective: A Review
Lingxin Jin*, Xiangyu Wen*, Wei Jiang, Jinyu Zhan
Guideline Compliance in Task-Oriented Dialogue: The Chained Prior Approach
Xiangyu Wen*, Jianyuan Zhong*, Zhijian Xu, Qiang Xu
Click to expand/collapse older publications
On Function-Coupled Watermarks for Deep Neural Networks
Xiangyu Wen, Yu Li, Wei Jiang, Qiang Xu
Highly Evasive Targeted Bit-Trojan on Deep Neural Networks
Lingxin Jin, Wei Jiang, Jinyu Zhan, Xiangyu Wen
Critical Path-Based Backdoor Detection for Deep Neural Networks
Wei Jiang*, Xiangyu Wen*, Jinyu Zhan, Xupeng Wang, Ziwei Song, Chen Bian
Interpretability-guided defense against backdoor attacks to deep neural networks
Wei Jiang, Xiangyu Wen, Jinyu Zhan, Xupeng Wang, Ziwei Song
Work-in-Progress: Generative Strategy based Backdoor Attacks to 3D Point Clouds
Xiangyu Wen, Wei Jiang, Jinyu Zhan, Chen Bian, Ziwei Song
Work-in-Progress: A Physically Realizable Backdoor Attack on 3D Point Cloud Deep Learning
Chen Bian, Wei Jiang, Jinyu Zhan, Ziwei Song, Xiangyu Wen, Hong Lei
Work-in-Progress: Critical-Weight Based Locking Scheme for DNN IP Protection in Edge Computing
Ziwei Song, Wei Jiang, Jinyu Zhan, Xiangyu Wen, Chen Bian
Interpretability Derived Backdoor Attacks Detection in Deep Neural Networks: Work-in-Progress
Xiangyu Wen, Wei Jiang, Jinyu Zhan, Xupeng Wang, Zhiyuan He
Wei Jiang, Ziwei Song, Jinyu Zhan, Zhiyuan He, Xiangyu Wen, Ke Jiang
Heatmap-Aware Low-Cost Design to Resist Adversarial Attacks: Work-in-Progress
Zhiyuan He, Wei Jiang, Jinyu Zhan, Xupeng Wang, Xiangyu Wen
🎖 Honors and Awards
- 2023.06 Excellent Teaching Assistant.
- 2022.11 Won 2nd. place in the International Algorithm Case Competition.
- 2022.08 Full Postgraduate Studentship, The Chinese University of Hong Kong.
- 2022.03 Won Outstanding Graduates of Sichuan Province.
- 2021.12 Won National Scholarship.
- 2021.12 Won Outstanding Graduates of University of Electronic Science and Technology of China.
- 2021.11 Won First Class Scholarship of 2021.
- 2021.06 Won Academic Newcomer Title.
- 2020.11 Won First Class Scholarship of 2020.
- 2018.12 Won Second Class Scholarship of 2018.
- 2018.04 Was designated as Meritorious Winner in Interdisciplinary Contest In Modeling (MCM/ICM).
- 2017.12 Won Second Class Scholarship of 2017.
- 2016.12 Won National Encouragement scholarship.
📖 Educations
- 2022.08 - now, as a Ph. D. Student in the Department of Computer Science and Engineering, the Chinese University of Hong Kong.
- 2019.09 - 2022.06, as a Master student in University of Electronic Science and Technology of China.
- 2015.09 - 2019.06, as a Undergraduate student in University of Electronic Science and Technology of China.
🏫 Teaching Assitants
- 2023.09 - 2023.12, TA of Embedded System Development and Applications (CENG4480).
- 2023.01 - 2023.04, TA of Embedded System Development and Applications (CENG4480) (Excellent TA).
- 2022.09 - 2022.12, TA of Embedded System Design (CENG2400).
💻 Internships
- 2018.12 - 2019.04, Jeejio, China.
- 2018.01 - 2018.08, Chengdu Lian’an, China.
🗺️ Visitors
