Jialin Chen

PhD student, Computer Science, Yale University

Joined

May 2021

Names

Jialin Chen (Preferred)

Emails

****@sjtu.edu.cn (Confirmed)

****@yale.edu (Confirmed)

Personal Links

Homepage

Google Scholar

ORCID

Career & Education History

PhD student

Computer Science, Yale University (yale.edu)

2022 – 2027

Undergrad student

Mathematics, Shanghai Jiao Tong University (sjtu.edu.cn)

2018 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Rex Ying

2022 – 2027

Expertise

No areas of expertise listed

Publications

TRACE: Grounding Time Series in Context for Multimodal Embedding and Retrieval
Ziyu Zhao, Jialin Chen, Gaukhar Nurbek, Aosong Feng, Ali Maatouk, Leandros Tassiulas, Yifeng Gao, Rex Ying
- OpenReview Archive Direct Upload
- Readers: Everyone
MTBench: A Multimodal Time Series Benchmark for Temporal Reasoning and Question Answering
Jialin Chen, Aosong Feng, Ziyu Zhao, Juan Garza, Gaukhar Nurbek, Cheng Qin, Ali Maatouk, Leandros Tassiulas, Yifeng Gao, Rex Ying
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
TelecomTS: Observability Dataset for Multi-Modal Time-Series and Language Analysis
Austin Feng, Andreas Varvarigos, Ioannis Panitsas, Daniela Fernandez, Yuwei Guo, Jinbiao Wei, Jialin Chen, Ali Maatouk, Leandros Tassiulas, Rex Ying
- Submitted to ICLR 2026
- Readers: Everyone
TRACE: Grounding Time Series in Context for Multimodal Embedding and Retrieval
Jialin Chen, Ziyu Zhao, Gaukhar Nurbek, Aosong Feng, Ali Maatouk, Leandros Tassiulas, Yifeng Gao, Rex Ying
- NeurIPS 2025 poster
- Readers: Everyone
GFSE: A Foundational Model For Graph Structural Encoding
Jialin Chen, Haolan Zuo, Haoyu Peter Wang, Siqi Miao, Pan Li, Rex Ying
- Submitted to ICLR 2025
- Readers: Everyone
DTGB: A Comprehensive Benchmark for Dynamic Text-Attributed Graphs
Jiasheng Zhang, Jialin Chen, Menglin Yang, Aosong Feng, Shuang Liang, Jie Shao, Rex Ying
- NeurIPS 2024 Track Datasets and Benchmarks Poster
- Readers: Everyone
From Similarity to Superiority: Channel Clustering for Time Series Forecasting
Jialin Chen, Jan Eric Lenssen, Aosong Feng, Weihua Hu, Matthias Fey, Leandros Tassiulas, Jure Leskovec, Rex Ying
- NeurIPS 2024 poster
- Readers: Everyone
D4Explainer: In-distribution Explanations of Graph Neural Network via Discrete Denoising Diffusion
Jialin Chen, Shirley Wu, Abhijit Gupta, Zhitao Ying
- NeurIPS 2023 poster
- Readers: Everyone
TempME: Towards the Explainability of Temporal Graph Neural Networks via Motif Discovery
Jialin Chen, Zhitao Ying
- NeurIPS 2023 poster
- Readers: Everyone
Approximate Equivariance SO(3) Needlet Convolution
Kai Yi, Jialin Chen, Yu Guang Wang, Bingxin Zhou, Pietro Liò, Yanan Fan, Jan Hamann
- 2022 (modified: 08 Nov 2022)
- CoRR 2022
- Readers: Everyone

View all 11 publications

Co-Authors

View all 37 co-authors