Fast and Exact Subgraph Isomorphism Querying: Using Embedding and Searching Techniques. - Zihao Li 006; Jiazhen Xu; Baoyi He; Klaus-Dieter Schewe (ACAI, 2022)

Everything Evolves in Personalized PageRank. - Zihao Li 006; Dongqi Fu; Jingrui He (WWW, 2023)

Heterogeneous Contrastive Learning for Foundation Models and Beyond. - Lecheng Zheng; Baoyu Jing; Zihao Li 006; Hanghang Tong; Jingrui He (KDD, 2024)

PageRank Bandits for Link Prediction. - Yikun Ban; Jiaru Zou; Zihao Li 006; Yunzhe Qi; Dongqi Fu; Jian Kang 008; Hanghang Tong; Jingrui He (NeurIPS, 2024)

SpherE: Expressive and Interpretable Knowledge Graph Embedding for Set Retrieval. - Zihao Li 006; Yuyi Ao; Jingrui He (SIGIR, 2024)

Parametric Graph Representations in the Era of Foundation Models: A Survey and Position. - Dongqi Fu; Liri Fang; Zihao Li 006; Hanghang Tong; Vetle I. Torvik; Jingrui He (CoRR, 2024)

Real-time Vehicle-to-Vehicle Communication Based Network Cooperative Control System through Distributed Database and Multimodal Perception: Demonstrated in Crossroads. - Xinwen Zhu; Zihao Li 006; Yuxuan Jiang; Jiazhen Xu; Jie Wang; Xuyang Bai (CoRR, 2024)

Hypergraphs as Weighted Directed Self-Looped Graphs: Spectral Properties, Clustering, Cheeger Inequality. - Zihao Li 006; Dongqi Fu; Hengyu Liu; Jingrui He (CoRR, 2024)

Provably Extending PageRank-based Local Clustering Algorithm to Weighted Directed Graphs with Self-Loops and to Hypergraphs. - Zihao Li 006; Dongqi Fu; Hengyu Liu; Jingrui He (CoRR, 2024)

PyG-SSL: A Graph Self-Supervised Learning Toolkit. - Lecheng Zheng; Baoyu Jing; Zihao Li 006; Zhichen Zeng 001; Tianxin Wei; Mengting Ai; Xinrui He; Lihui Liu; Dongqi Fu; Jiaxuan You; Hanghang Tong; Jingrui He (CoRR, 2024)

Can Graph Neural Networks Learn Language with Extremely Weak Text Supervision? - Zihao Li 006; Lecheng Zheng; Bowen Jin; Dongqi Fu; Baoyu Jing; Yikun Ban; Jingrui He; Jiawei Han 001 (ACL (1), 2025)

APEX2: Adaptive and Extreme Summarization for Personalized Knowledge Graphs. - Zihao Li 006; Dongqi Fu; Mengting Ai; Jingrui He (KDD (1), 2025)

Language in the Flow of Time: Time-Series-Paired Texts Weaved into a Unified Temporal Narrative. - Zihao Li 006; Xiao Lin; Zhining Liu 002; Jiaru Zou; Ziwei Wu; Lecheng Zheng; Dongqi Fu; Yada Zhu; Hendrik F. Hamann; Hanghang Tong; Jingrui He (CoRR, 2025)

GTR: Graph-Table-RAG for Cross-Table Question Answering. - Jiaru Zou; Dongqi Fu; Sirui Chen; Xinrui He; Zihao Li 006; Yada Zhu; Jiawei Han 001; Jingrui He (CoRR, 2025)

ClimateBench-M: A Multi-Modal Climate Data Benchmark with a Simple Generative Method. - Dongqi Fu; Yada Zhu; Zhining Liu 002; Lecheng Zheng; Xiao Lin; Zihao Li 006; Liri Fang; Katherine Tieu; Onkar Bhardwaj; Kommy Weldemariam; Hanghang Tong; Hendrik F. Hamann; et al. (CoRR, 2025)

Chain-of-Model Learning for Language Model. - Kaitao Song; Xiaohua Wang; Xu Tan 003; Huiqiang Jiang; Chengruidong Zhang; Yongliang Shen 001; Cen LU; Zihao Li 006; Zifan Song; Caihua Shan; Yansen Wang; Kan Ren; et al. (CoRR, 2025)

Transformer Copilot: Learning from The Mistake Log in LLM Fine-tuning. - Jiaru Zou; Yikun Ban; Zihao Li 006; Yunzhe Qi; Ruizhong Qiu; Ling Yang; Jingrui He (CoRR, 2025)

CLIMB: Class-imbalanced Learning Benchmark on Tabular Data. - Zhining Liu 002; Zihao Li 006; Ze Yang; Tianxin Wei; Jian Kang 008; Yada Zhu; Hendrik F. Hamann; Jingrui He; Hanghang Tong (CoRR, 2025)

Learnable Spatial-Temporal Positional Encoding for Link Prediction. - Katherine Tieu; Dongqi Fu; Zihao Li 006; Ross Maciejewski; Jingrui He (CoRR, 2025)

Flow Matching Meets Biology and Life Science: A Survey. - Zihao Li 006; Zhichen Zeng 001; Xiao Lin; Feihao Fang; Yanru Qu; Zhe Xu 007; Zhining Liu 002; Xuying Ning; Tianxin Wei; Ge Liu; Hanghang Tong; Jingrui He (CoRR, 2025)