| Sep 26, 2024 | Two papers “Intruding with Words: Towards Understanding Graph Injection Attacks at the Text Level” and “S-MolSearch: 3D Semi-supervised Contrastive Learning for Bioactive Molecule Search” have been accepted by NeurIPS 2024. |
| Sep 20, 2024 | One paper “SRAP-Agent: Simulating and Optimizing Scarce Resource Allocation Policy with LLM-based Agent” has been accepted by EMNLP 2024 Findings. |
| Aug 29, 2024 | The paper “Optimal Matrix Sketching over Sliding Windows” has been awarded “Best Research Paper Nomination” at VLDB 2024! |
| Jul 15, 2024 | Two papers “Beyond Over-smoothing: Uncovering the Trainability Challenges in Deep Graph Neural Networks” and “Federated Heterogeneous Contrastive Distillation for Molecular Representation Learning” have been accepted by CIKM 2024. |
| May 17, 2024 | One paper “PolyFormer: Scalable Node-wise Filters via Polynomial Graph Transformer” has been accepted by KDD 2024. |
| May 01, 2024 | One paper “EquiPocket: an E(3)-Equivariant Geometric Graph Neural Network for Ligand Binding Site Prediction” has been accepted by ICML 2024. |
| Apr 15, 2024 | One paper “Optimal Matrix Sketching over Sliding Windows” has been accepted by VLDB 2024. |
| Mar 18, 2024 | One paper “A Survey of Dynamic Graph Neural Networks” has been accepted by FCS 2024. |
| Mar 18, 2024 | One paper “When Transformer Meets Large Graphs: An Expressive and Efficient Two-View Architecture” has been accepted by TKDE 2024. |
| Mar 14, 2024 | One paper “HierAffinity: Predicting Protein-Ligand Binding Affinity with Hierarchical Modeling” has been accepted by DASFAA 2024. |
| Mar 11, 2024 | One paper “A Survey on Large Language Model based Autonomous Agents” has been accepted by FCS 2024. |
| Mar 01, 2024 | One paper “Efficient Algorithms for Personalized PageRank Computation: A Survey” has been accepted by TKDE 2024. |
| Feb 22, 2024 | One paper “Learning-based Property Estimation with Polynomials” has been accepted by SIGMOD 2024. |