| 2026 | AAAI | Two Heads Are Better than One: Distilling Large Language Model Features into Small Models with Feature Decomposition and Mixture. | Tianhao Fu, Xinxin Xu, Weichen Xu, Jue Chen, Ruilong Ren, Bowen Deng, Xinyu Zhao, Jian Cao, Xixin Cao |
| 2026 | WWW | Improving Multi Task Recommendations via Cross User Learning with a Hybrid Pointwise and Pairwise Ranking Loss. | Abhinav Naikawadi, Hedi Xia, Dafang He, Yichu Zhou, Xue Xia, Piyush Maheshwari, Bella Huang, Bowen Deng, James Li, Dhruvil Deven Badani, Yijie Dylan Wang |
| 2025 | AAAI | THESAURUS: Contrastive Graph Clustering by Swapping Fused Gromov-Wasserstein Couplings. | Bowen Deng, Tong Wang, Lele Fu, Sheng Huang, Chuan Chen, Tao Zhang |
| 2025 | CVPR | T2ICount: Enhancing Cross-modal Understanding for Zero-Shot Counting. | Yifei Qian, Zhongliang Guo, Bowen Deng, Chun Tong Lei, Shuai Zhao, Chun Pong Lau, Xiaopeng Hong, Michael P. Pound |
| 2025 | HCI | Effects of Visualization Transparency in Human-Machine Interface Display on Passenger Visual Perception. | Yihan Peng, Bowen Deng, Shiyu Fan, Detong Zhang |
| 2025 | ICLR | Graph Neural Ricci Flow: Evolving Feature from a Curvature Perspective. | Jialong Chen, Bowen Deng, Zhen Wang, Chuan Chen, Zibin Zheng |
| 2025 | ICML | Towards Understanding Parametric Generalized Category Discovery on Graphs. | Bowen Deng, Lele Fu, Jialong Chen, Sheng Huang, Tianchi Liao, Zhang Tao, Chuan Chen |
| 2025 | ICML | Less is More: Federated Graph Learning with Alleviating Topology Heterogeneity from A Causal Perspective. | Lele Fu, Bowen Deng, Sheng Huang, Tianchi Liao, Shirui Pan, Chuan Chen |
| 2025 | IJCAI | Learn from Global Rather Than Local: Consistent Context-Aware Representation Learning for Multi-View Graph Clustering. | Lele Fu, Bowen Deng, Sheng Huang, Tianchi Liao, Chuanfu Zhang, Chuan Chen |
| 2025 | IJCAI | FedBG: Proactively Mitigating Bias in Cross-Domain Graph Federated Learning Using Background Data. | Sheng Huang, Lele Fu, Tianchi Liao, Bowen Deng, Chuanfu Zhang, Chuan Chen |
| 2025 | IJCAI | Federated Domain Generalization with Decision Insight Matrix. | Tianchi Liao, Binghui Xie, Lele Fu, Sheng Huang, Bowen Deng, Chuan Chen, Zibin Zheng |
| 2025 | KDD | TarDiff: Target-Oriented Diffusion Guidance for Synthetic Electronic Health Record Time Series Generation. | Bowen Deng, Chang Xu, Hao Li, Yu-Hao Huang, Min Hou, Jiang Bian |
| 2025 | KDD | Synergizing Implicit and Explicit User Interests: A Multi-Embedding Retrieval Framework at Pinterest. | Zhibo Fan, Hongtao Lin, Haoyu Chen, Bowen Deng, Hedi Xia, Yuke Yan, James Li |
| 2025 | SMC | Bipartite Graph Black-Box Adversarial Attacks Based on Implicit Relations. | Bowen Deng, Lin Feng, Shuo Qin, Fancheng Yang, Siwen Li |
| 2024 | CIKM | PROSPECT: Learn MLPs on Graphs Robust against Adversarial Structure Attacks. | Bowen Deng, Jialong Chen, Yanming Hu, Zhiyong Xu, Chuan Chen, Tao Zhang |
| 2024 | CVPR | Advancing Saliency Ranking with Human Fixations: Dataset, Models and Benchmarks. | Bowen Deng, Siyang Song, Andrew P. French, Denis Schluppeck, Michael P. Pound |
| 2024 | ICPR | DRIVPocket: A Dual-stream Rotation Invariance in Feature Sampling and Voxel Fusion Approach for Protein Binding Site Prediction. | Bowen Deng, Yang Hua, Wenjie Zhang, Xiaoning Song, Xiaojun Wu |
| 2024 | IJCNN | BDP: Bipartite Graph Adversarial Defense Algorithm Based on Graph Purification. | Bowen Deng, Lin Feng, Siwen Li, Shuo Qin, Fancheng Yang |
| 2024 | IJCNN | The Long-Term Memory Transformer with Multimodal Fusion for Radiology Report Generation. | Longlong Yu, Xiaoru Wang, Bowen Deng, Chenyang Ma |
| 2024 | ISSRE | Auto-PIP: Real-time Identification of Critical Performance Inflection Points in Software Stress Testing. | Shenglin Zhang, Xiao Xiong, Mengyao Li, Yongqian Sun, Yongxin Zhao, Xia Chen, Bowen Deng, Dan Pei |
| 2023 | ACML | Multi-behavior Session-based Recommendation via Graph Reinforcement Learning. | Shuo Qin, Feng Lin, Lingxiao Xu, Bowen Deng, Siwen Li, Fancheng Yang |
| 2023 | CGI | TadML: A Fast Temporal Action Detection with Mechanics-MLP. | Bowen Deng, Shuangliang Zhao, Dongchang Liu |
| 2023 | ICPADS | GPR-Net:Geometric Dynamic Graph Convolutional Neural Network for Low Overlap Point Cloud Registration. | Siwen Li, Shihao Xing, Lin Feng, Ziqiang Li, Fancheng Yang, Bowen Deng |
| 2023 | IECON | Design and Experimental of a High-Power-Density DC-Bus Power Decoupling Module. | Yun Liu, Linwei Zhou, Huafeng Xiao, Xin Zheng, Bowen Deng, Yiran Wang |
| 2022 | TrustCom | HyperMean: Effective Multidimensional Mean Estimation with Local Differential Privacy. | Tao Zhang, Bowen Deng, Lele Zheng, Ze Tong, Qi Li |
| 2019 | CVPR | Local to Global Learning: Gradually Adding Classes for Training Deep Neural Networks. | Hao Cheng, Dongze Lian, Bowen Deng, Shenghua Gao, Tao Tan, Yanlin Geng |
| 2018 | ICSE | Learning to mine parallel natural language/source code corpora from stack overflow. | Pengcheng Yin, Bowen Deng, Edgar Chen, Bogdan Vasilescu, Graham Neubig |
| 2018 | MSR | Learning to mine aligned code and natural language pairs from stack overflow. | Pengcheng Yin, Bowen Deng, Edgar Chen, Bogdan Vasilescu, Graham Neubig |
| 2014 | ICASSP | Automatic foreground extraction in video. | Haoqian Wang, Bowen Deng, Kai Li, Yongbing Zhang, Lei Zhang |