Hi there 👋，I am a second-year CS PhD student at the University of Notre Dame. I am fortunate to have Professor Xiangliang Zhang as my advisor and grateful for the guidance of Professor Yapeng Tian and Professor Minhao Cheng .
My research interests include multimodal learning, focusing on leveraging multimodal data (e.g., language, vision, and audio) to interact with the physical world.
🔥 News
- 2025.06: 📢 We are excited to announce the KnowledgeMR Workshop at ICCV 2025. We invite paper submissions.
📍 KnowledgeMR: Workshop on Knowledge-Intensive Multimodal Reasoning - 2025.06: 🎓 We will organize a tutorial on Multimodal Mathematical Reasoning at CVPR 2025. See you in Nashville!
📍 Multimodal Mathematical Reasoning: Frontiers in Integrating Vision, Language, and Symbolic Representations - 2025.05: 🎉🎉 Three papers accepted by ACL 2025.
- 2025.05: Started Research Scientist Internship at Bosch Research.
- 2025.01: 🎉🎉 One paper accepted by Reasoning and Planning for LLMs @ ICLR 2025.
- 2024.11: 🎉🎉 One paper accepted by WSDM 2025.
- 2024.09: 🎉🎉 One first-author paper accepted by EMNLP 2024.
- 2024.05: I have passed the qualifying exam.
- 2024.05: 🎉🎉 One paper accepted by ACL 2024.
- 2023.10: 🎉🎉 One paper accepted by EMNLP 2023.
- 2023.06: I started an open-source project working with Intel OpenCV.org.
📝 Publications
-
Quest2DataAgent: Automating End-to-End Scientific Data Collection
Tianyu Yang, Yuhan Liu, Ethan Brown, Sobin Alosious, Jason Rohr, Tengfei Luo, Xiangliang Zhang
Under Review -
CLIPErase: Efficient Unlearning of Visual-Textual Associations in CLIP
Tianyu Yang, Lisen Dai, Xiangqi Wang, Minhao Cheng, Yapeng Tian, Xiangliang Zhang
ACL 2025
[pdf] -
SaSR-Net: Source-Aware Semantic Representation Network for Enhancing Audio-Visual Question Answer
Tianyu Yang, Yiyang Nan, Lisen Dai, Zhenwen Liang, Yapeng Tian, Xiangliang Zhang
EMNLP 2024
[pdf] -
Physics: Benchmarking Foundation Models for PhD-Qualifying Exam Physics Problem Solving
Kaiyue Feng, Yilun Zhao, Yixin Liu, Tianyu Yang, Chen Zhao, John Sous, Arman Cohan
ACL 2025 (Also at ICLR@ Reasoning and Planning for LLMs 2025)
[pdf] -
Beyond Single-Value Metrics: Evaluating and Enhancing LLM Unlearning with Cognitive Diagnosis
Yicheng Lang, Kehan Guo, Yue Huang, Yujun Zhou, Haomin Zhuang, Tianyu Yang, Yao Su, Xiangliang Zhang
ACL 2025
[pdf] -
WildlifeLookup: A Chatbot Facilitating Wildlife Management with Accessible Data and Insights
Xiangqi Wang, Tianyu Yang, Jason Rohr, Brett Scheffers, Nitesh Chawla, Xiangliang Zhang
WSDM 2025
[pdf] -
SceMQA: A Scientific College Entrance Level Multimodal Question Answering Benchmark
Zhenwen Liang, Kehan Guo, Gang Liu, Taicheng Guo, Yujun Zhou, Tianyu Yang, Jiajun Jiao, Renjie Pi, Jipeng Zhang, Xiangliang Zhang
ACL 2024
[pdf] -
UniMath: A Foundational and Multimodal Mathematical Reasoner
Zhenwen Liang, Tianyu Yang, Jipeng Zhang, Xiangliang Zhang
EMNLP 2023
[pdf]
📖 Educations
- 2023.09 – Present, University of Notre Dame, South Bend, IN
PhD in Computer Science
💬 Personal Service
- 2025, Program Chair at KnowledgeMR @ ICCV.
- 2025, Reviewer at EMNLP, ACL, NAACL, ICCV, NeurIPS
- 2024, Reviewer at EMNLP, ACL, ICDM
- 2024, TA for Advanced topics in Machine Learning, Notre Dame
- 2024, Undergraduate Mentor, Department of Computer Science, Notre Dame
- 2023, TA for Advanced Algorithms & Reinforcement Learning, Columbia University
💻 Work Experience
-
2025.05 – 2025.08, Bosch Research
Mentor: Zhenzhen Li -
2023.05 – 2023.08, Intel & OpenCV.org (Google Summer of Code)
Mentor: Dmitry Matveev