Last updated: 31 August 2026
I am a second-year Ph.D. student in Computer Science at Dartmouth College. I am a member of the SAHAS Lab, where I am honored to be advised by Prof. Nikhil Singh and work at the intersection of AI Agents and Vision Science.
I worked as a research intern at Alibaba DAMO Academy, mentored by Dr. Tian Zhou. I also served as a Visiting Student with Prof. Ming-Hsuan Yang at UC Merced and Google DeepMind and Prof. Chao Ma at Shanghai Jiao Tong University. I have previously collaborated with Prof. Lu Qi and Dr. Xiangtai Li at TikTok, as well as with Prof. Junwei Liang at AI Thrust, HKUST(GZ).
My Ph.D. research builds visual intelligence for AI agents. "The limits of my language mean the limits of my world," wrote Wittgenstein — yet a picture is worth a thousand words precisely because images carry a granularity that language has no words for. I study how agents can perceive, remember, and reason at that granularity.
I approach this as a science of measurement for AI agents' vision: diagnose first, then build. My first work, DMV-Bench (EMNLP 2026), makes visual memory measurable by construction: what the agent must later recall never reaches any text channel. That diagnosis motivates DualMem, a dual-coding memory that keeps both a visual and a verbal trace of every observation.
My research interests span:
- (1) Visual memory for agents
- (2) Agentic reinforcement learning
- (3) Long-horizon reasoning and decision-making
I'm open for academic collaborations and actively seeking AI Agent-related summer internship opportunities based in the U.S. for 2027. Please feel free to email me at tangyujin0275@gmail.com or yujin.tang.gr@dartmouth.edu.
News
- 2026.08: 🎉🎉 DMV-Bench is accepted by EMNLP 2026. Another coauthored paper is accepted by EMNLP 2026 Findings.
- 2026.07: 🚀🚀 DMV-Bench is online, the first interactive benchmark for multimodal-agent visual memory. Paper Code HuggingFace
- 2026.06: 🎉🎉 PDR / PredGS is accepted by ECCV 2026. Paper Code
- 2026.06: 📄📄 Our survey The Landscape of Agentic Time Series Systems: Architectures, Reliability, and Frontiers is released! See the PDF in the repository
.
- 2026.04: 📚📚 Yujin created Awesome-Agent-Memory-Papers
, a curated list of papers on agent memory research. A companion website provides organized and filterable browsing of the papers. Also synced to my blog. Hope it helps!
- 2026.01: 🎉🎉 One paper is accepted by ICLR 2026.
- 2026.01: 🎉🎉 PredFormer is accepted by TMLR 2026.
- 2025.09: 🎓🎓 Yujin enrolled in Dartmouth College as a Ph.D. student in Computer Science.
- 2025.03: 🔬🔬 Yujin joined Alibaba DAMO Academy as a research intern.
- 2024.10: 🎉🎉 PredFormer is available! This is the first pure-transformer based model in spatial-temporal predictive learning, which is recurrent-free and convolution-free, outperforming previous models by large margins with superior efficiency. Paper Code
- 2024.04: 🎉🎉 VMRNN is accepted by CVPRW 2024.
- 2024.03: 🎉🎉 PostRainBench is accepted by ICLRW 2024.
- 2024.01: 🎉🎉 Yujin created Awesome-Mamba-Papers repository. This is the first Awesome Mamba repository and promotes Mamba related research. Link
Publications
* indicates equal contribution.
Educations
Internships
Academic Service
- 2026: Reviewer for International Journal of Computer Vision (IJCV) x2, ICLR 2026 Workshop MemAgents x3, IEEE Transactions on Multimedia (TMM) x3, COLM 2026 Workshop on Agent Behavior x2
- 2025: Reviewer for Transactions on Machine Learning Research (TMLR) and International Journal of Computer Vision (IJCV)
- 2024: Reviewer for IEEE Transactions on Neural Networks and Learning Systems (TNNLS)
Teaching
- Spring/Summer/Fall 2026: Teaching Assistant for CS50: Software Design and Implementation, Dartmouth College
- Winter 2026: Head Teaching Assistant for Principles of Machine Learning, Dartmouth College
- Fall 2025: Teaching Assistant for Video Understanding, Dartmouth College
- Spring 2023: Teaching Assistant for AIAA 5032: Foundations of Artificial Intelligence, The Hong Kong University of Science and Technology (Guangzhou)
Resources for Researchers
Ming-Hsuan Yang-UCM: How to Get Your CVPR Paper Rejected? Link
Bill Freeman-MIT: How to Write Papers Link Advice for Graduate Student Link