👋 About Me
I am a Ph.D. student in Data Science and Artificial Intelligence (DSAI) at The Hong Kong Polytechnic University (PolyU), jointly supervised by Prof. Kay Chen Tan and Prof. Xingyu Wu. I received my M.Sc. degree in Computer Science and Technology from the University of Electronic Science and Technology of China (UESTC) in 2025, advised by Prof. Yanru Zhang. Prior to that, I obtained my B.Eng. degree in Computer Science and Technology from Hainan University in 2022.
If you are interested in my background or research, please feel free to contact me. I’m always open to academic discussion and collaboration!
🔍 Research
My research focuses on Trustworthy AI, particularly the explainability, robustness, faithfulness, and reliability of large language models and their applications. My current research interests include:
⚡ Large Language Models (LLMs): reasoning, evaluation, and LLM-based agent systems.
⚡ Collaborative LLM Systems: model routing, collaborative inference, and cooperation among multiple LLMs.
⚡ LLMs for Code: code generation, code evaluation, and improving the reliability of LLM-generated code.
Previously, I worked on multimodal learning and social media prediction.
🔥 News
- 2026.05: 🎓 I joined the MIND Lab at The Hong Kong Polytechnic University (PolyU) as a Ph.D. student.
- 2025.06: 🎓 I graduated from the University of Electronic Science and Technology of China (UESTC) with an M.Sc. in Computer Science and Technology.
- 2025.06: I won the honor of Outstanding Graduate of Sichuan Province.
- 2025.05: 🎉 Our paper “DynaCode: A Dynamic Complexity-Aware Code Benchmark for Evaluating Large Language Models in Code Generation” is accepted by ACL Findings 2025.
- 2025.05: 🎉 Our paper “LLM-UIE: Efficient Unified Information Extraction Framework based on Large Language Models” is accepted by ASOC (JCR-Q1).
- 2025.04: I won the honor of Outstanding Graduate of UESTC.
- 2024.11: Our paper “Feature Disentangling Dual-stream Network for User Bias Alleviation in Social Media Prediction” is accepted by ICASSP 2025 (CCF-B).
- 2024.09: Our paper “Tri-Modal Transformers with Mixture-of-Modality-Experts for Social Media Prediction” is accepted by TCSVT (CCF-B, JCR-Q1).
- 2024.08: Our paper “Dual-Stream Pre-Training Transformer to Enhance Multimodal Learning for Social Media Prediction” is accepted by ACM MM 2024 (CCF-A).
- 2024.06: 🏆 I won the Top Performance Award of ACM Multimedia Social Media Prediction Challenge 2024.
- 2023.06: 🏆 I won the Top Performance Award of ACM Multimedia Social Media Prediction Challenge 2023.
- 2022.08: I joined the Intelligame Lab at UESTC as a Master student.
- 2022.06: 🏆 I won the Top Performance Award of ACM Multimedia Social Media Prediction Challenge 2022.
- 2022.06: 🎓 I received my B.Eng. in Computer Science and Technology from Hainan University (GPA: 3.8/4.0, top 2.6%).
📝 Selected Publications
See the full paper list on Google Scholar.
DynaCode: A Dynamic Complexity-Aware Code Benchmark for Evaluating Large Language Models in Code Generation
Wenhao Hu, Jinhao Duan, Chunchen Wei, Li Zhang, Yue Zhang, Kaidi Xu
Findings of ACL, 2025
Feature Disentangling Dual-stream Network for User Bias Alleviation in Social Media Prediction
Wenhao Hu, Weilong Chen, Weimin Yuan, Xiaolu Chen, Han Yang, Yanru Zhang, Zhu Han
ICASSP (CCF-B), 2025
Dual-Stream Pre-Training Transformer to Enhance Multimodal Learning for Social Media Prediction
Wenhao Hu, Weilong Chen, Weimin Yuan, Yan Wang, Shimin Cai, Yanru Zhang
ACM Multimedia (CCF-A), 2024
Tri-Modal Transformers with Mixture-of-Modality-Experts for Social Media Prediction
Weilong Chen, Wenhao Hu, Xiaolu Chen, Weimin Yuan, Yan Wang, Yanru Zhang, Zhu Han
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT, CCF-B), 2024
🎖 Honors and Awards
2025.06: 🎓 Outstanding Graduate of Sichuan Province
2025.04: 🎓 Outstanding Graduate of UESTC
2024.11: 🎓 China National Scholarship (China)
2024.09: 🏅 First-class Scholarship of UESTC
2023.09: 🏅 First-class Scholarship of UESTC
2022.09: 🏅 First-class Scholarship of UESTC
2023.06: 🎓 Outstanding Graduate Student of UESTC
2024.09: 🏆 Best Performance Prize, ACM MM SMP 2024 International Challenge
2023.09: 🏆 Best Performance Prize, ACM MM SMP 2023 International Challenge
2022.09: 🏆 Best Performance Prize, ACM MM SMP 2022 International Challenge
2022.06: 🎓 Outstanding Graduate of Hainan University
📚 Education
The Hong Kong Polytechnic University (PolyU), Hong Kong SAR
Advisor: Prof. Kay Chen Tan
University of Electronic Science and Technology of China (UESTC), Chengdu, China
GPA: 3.7/4.0
Advisor: Prof. Yanru Zhang
Hainan University, Haikou, China
GPA: 3.8/4.0 (top 2.6%)
💻 Experiences
2024.09 – 2025.10, Research Intern, working on Large Language Models and AI4Code, in close collaboration with Prof. Kaidi Xu and Prof. Li “Harry” Zhang from Drexel University.
2026.01 – 2026.04, Research Intern, collaborating with Prof. Xingyu Wu at PolyU on research related to LLM Collaboration.
💼 Service
- 2026: Reviewer for ICASSP, ACL
- 2025: Reviewer for ICASSP, ICME, IJCNN, AAAI@GenAI4Health
- 2024: Reviewer for ACM MM, ICME