| 2026 | WWW | WPIS: From In-the-Wild Web Images to Physics-Aware 3D Scene Graphs for Physical Reasoning. | Ke Ma, Cong Fu, Jianing Wang, Yifei Wang, Wenyuan Li, Xinggang Wang, Meng Wang, Tian Xia |
| 2025 | ICLR | Fragment and Geometry Aware Tokenization of Molecules for Structure-Based Drug Design Using Language Models. | Cong Fu, Xiner Li, Blake Olson, Heng Ji, Shuiwang Ji |
| 2025 | KDD | Embed Progressive Implicit Preference in Unified Space for Deep Collaborative Filtering. | Zhongjin Zhang, Yu Liang, Cong Fu, Yuxuan Zhu, Kun Wang, Yabo Ni, Anxiang Zeng, Jiazhi Xia |
| 2025 | SIGIR | Stitching Inner Product and Euclidean Metrics for Topology-aware Maximum Inner Product Search. | Tingyang Chen, Cong Fu, Xiangyu Ke, Yunjun Gao, Yabo Ni, Anxiang Zeng |
| 2024 | COCOON | Accelerating Topic-Sensitive PageRank by Exploiting the Query History. | Shufeng Gong, Zhixin Zhang, Jing Lu, Yanfeng Zhang, Cong Fu, Ge Yu |
| 2024 | ICLR | Complete and Efficient Graph Transformers for Crystal Material Property Prediction. | Keqiang Yan, Cong Fu, Xiaofeng Qian, Xiaoning Qian, Shuiwang Ji |
| 2024 | ICLR | SineNet: Learning Temporal Dynamics in Time-Dependent Partial Differential Equations. | Xuan Zhang, Jacob Helwig, Yuchao Lin, Yaochen Xie, Cong Fu, Stephan Wojtowytsch, Shuiwang Ji |
| 2024 | KDD | Residual Multi-Task Learner for Applied Ranking. | Cong Fu, Kun Wang, Jiahua Wu, Yizhou Chen, Guangda Huzhang, Yabo Ni, Anxiang Zeng, Zhiming Zhou |
| 2024 | SDM | Lattice Convolutional Networks for Learning Ground States of Quantum Many-Body Systems. | Cong Fu, Xuan Zhang, Huixin Zhang, Hongyi Ling, Shenglong Xu, Shuiwang Ji |
| 2023 | ICML | Group Equivariant Fourier Neural Operators for Partial Differential Equations. | Jacob Helwig, Xuan Zhang, Cong Fu, Jerry Kurtin, Stephan Wojtowytsch, Shuiwang Ji |
| 2019 | CIKM | Cross-Domain Recommendation via Preference Propagation GraphNet. | Cheng Zhao, Chenliang Li, Cong Fu |
| 2019 | EMNLP | Collaborative Policy Learning for Open Knowledge Graph Reasoning. | Cong Fu, Tong Chen, Meng Qu, Woojeong Jin, Xiang Ren |
| 2019 | IJCAI | COP: Customized Deep Model Compression via Regularized Correlation-Based Filter-Level Pruning. | Wenxiao Wang, Cong Fu, Jishun Guo, Deng Cai, Xiaofei He |
| 2019 | KDD | AtSNE: Efficient and Robust Visualization on GPU through Hierarchical Optimization. | Cong Fu, Yonghui Zhang, Deng Cai, Xiang Ren |
| 2018 | IJCAI | Translating Embeddings for Knowledge Graph Completion with Relation Attention Mechanism. | Wei Qian, Cong Fu, Yu Zhu, Deng Cai, Xiaofei He |
| 2018 | VTC | A MPSK Sources Direction Finding Method by Exploiting the Property of Signal Sources. | Congmin Wen, Yuehua Ding, Cong Fu, Yide Wang |
| 1997 | PPoPP | Space and Time Efficient Execution of Parallel Irregular Computation. | Cong Fu, Tao Yang |
| 1996 | ICS | Run-Time Compilation for Parallel Sparse Matrix Computations. | Cong Fu, Tao Yang |
| 1996 | SC | Sparse LU Factorization with Partial Pivoting on Distributed Memory Machines. | Cong Fu, Tao Yang |
| 1995 | ICPP | Mapping Iterative Task Graphs on Distributed Memory Machines. | Tao Yang, Cong Fu, Apostolos Gerasoulis, Vivek Sarkar |