| 2025 | APWEB | Online Many-to-One Task Assignment with Enhanced HST over Time-Dependent Road Networks. | Di Chen, Ye Yuan, Guoren Wang |
| 2025 | CIKM | ROKAN: Toward Interpretable and Domain-Robust Memory Behavior Modeling. | Xiaoxuan Shen, Zhihai Hu, Di Chen, Jianwen Sun, Shengyingjie Liu |
| 2025 | IROS | TrajFlow: Multi-modal Motion Prediction via Flow Matching. | Qi Yan, Brian Zhang, Yutong Zhang, Daniel Yang, Joshua White, Di Chen, Jiachao Liu, Langechuan Liu, Binnan Zhuang, Shaoshuai Shi, Renjie Liao |
| 2025 | RecSys | LONGER: Scaling Up Long Sequence Modeling in Industrial Recommenders. | Zheng Chai, Qin Ren, Xijun Xiao, Huizhi Yang, Bo Han, Sijun Zhang, Di Chen, Hui Lu, Wenlin Zhao, Lele Yu, Xionghang Xie, Shiru Ren, Xiang Sun, Yaocheng Tan, Peng Xu, Yuchao Zheng, Di Wu |
| 2025 | SIGIR | Adaptive Domain Scaling for Personalized Sequential Modeling in Recommenders. | Zheng Chai, Hui Lu, Di Chen, Qin Ren, Yuchao Zheng, Xun Zhou |
| 2024 | AAAI | Divide and Conquer: Hybrid Pre-training for Person Search. | Yanling Tian, Di Chen, Yunan Liu, Jian Yang, Shanshan Zhang |
| 2024 | CVPR | Ranni: Taming Text-to-Image Diffusion for Accurate Instruction Following. | Yutong Feng, Biao Gong, Di Chen, Yujun Shen, Yu Liu, Jingren Zhou |
| 2023 | CSCWD | Representation-Based Time Series Label Propagation for Active Learning. | Di Chen, Xin-Yi Li, Ang Li, Yu-Bin Yang |
| 2023 | ECAI | DeepDiscord: Dual Contrastive Coding for Transferable Time Series Anomaly Detection. | Xin-Yi Li, Pei-Nan Zhong, Di Chen, Zhendong Zhang, Yu-Bin Yang |
| 2023 | ICASSP | Core: Transferable Long-Range Time Series Forecasting Enhanced by Covariates-Guided Representation. | Xin-Yi Li, Pei-Nan Zhong, Di Chen, Yu-Bin Yang |
| 2023 | ICML | Composer: Creative and Controllable Image Synthesis with Composable Conditions. | Lianghua Huang, Di Chen, Yu Liu, Yujun Shen, Deli Zhao, Jingren Zhou |
| 2023 | ICONIP | MVCAL: Multi View Clustering for Active Learning. | Yi Fan, Biao Jiang, Di Chen, Yu-Bin Yang |
| 2022 | AAAI | Keypoint Message Passing for Video-Based Person Re-identification. | Di Chen, Andreas Doering, Shanshan Zhang, Jian Yang, Juergen Gall, Bernt Schiele |
| 2022 | CVPR | PoseTrack21: A Dataset for Person Search, Multi-Object Tracking and Multi-Person Pose Tracking. | Andreas Doering, Di Chen, Shanshan Zhang, Bernt Schiele, Juergen Gall |
| 2022 | ECCV | GeoAug: Data Augmentation for Few-Shot NeRF with Geometry Constraints. | Di Chen, Yu Liu, Lianghua Huang, Bin Wang, Pan Pan |
| 2022 | IJCAI | Monitoring Vegetation From Space at Extremely Fine Resolutions via Coarsely-Supervised Smooth U-Net. | Joshua Fan, Di Chen, Jiaming Wen, Ying Sun, Carla P. Gomes |
| 2022 | SIGIR | Animating Images to Transfer CLIP for Video-Text Retrieval. | Yu Liu, Huai Chen, Lianghua Huang, Di Chen, Bin Wang, Pan Pan, Lisheng Wang |
| 2021 | CP | CLR-DRNets: Curriculum Learning with Restarts to Solve Visual Combinatorial Games. | Yiwei Bai, Di Chen, Carla P. Gomes |
| 2021 | ICDE | Online Route Planning over Time-Dependent Road Networks. | Di Chen, Ye Yuan, Wenjin Du, Yurong Cheng, Guoren Wang |
| 2020 | AAAI | Hierarchical Online Instance Matching for Person Search. | Di Chen, Shanshan Zhang, Wanli Ouyang, Jian Yang, Bernt Schiele |
| 2020 | CVPR | Norm-Aware Embedding for Efficient Person Search. | Di Chen, Shanshan Zhang, Jian Yang, Bernt Schiele |
| 2020 | ICML | Deep Reasoning Networks for Unsupervised Pattern De-mixing with Constraint Reasoning. | Di Chen, Yiwei Bai, Wenting Zhao, Sebastian Ament, John M. Gregoire, Carla P. Gomes |
| 2020 | IJCAI | Task-Based Learning via Task-Oriented Prediction Network with Applications in Finance. | Di Chen, Yada Zhu, Xiaodong Cui, Carla P. Gomes |
| 2020 | IJCAI | Deep Hurdle Networks for Zero-Inflated Multi-Target Regression: Application to Multiple Species Abundance Estimation. | Shufeng Kong, Junwen Bai, Jae Hee Lee, Di Chen, Andrew Allyn, Michelle Stuart, Malin Pinsky, Katherine Mills, Carla P. Gomes |
| 2020 | WWW | PARS: Peers-aware Recommender System. | Huiqiang Mao, Yanzhi Li, Chenliang Li, Di Chen, Xiaoqing Wang, Yuming Deng |
| 2019 | AAAI | Automatic Detection and Compression for Passive Acoustic Monitoring of the African Forest Elephant. | Johan Bjorck, Brendan H. Rappazzo, Di Chen, Richard Bernstein, Peter H. Wrege, Carla P. Gomes |
| 2019 | AAAI | Bias Reduction via End-to-End Shift Learning: Application to Citizen Science. | Di Chen, Carla P. Gomes |
| 2019 | CVPR | Adaptive Transfer Network for Cross-Domain Person Re-Identification. | Jiawei Liu, Zheng-Jun Zha, Di Chen, Richang Hong, Meng Wang |
| 2019 | ICASSP | Pixel-level Texture Segmentation Based AV1 Video Compression. | Di Chen, Qingshuang Chen, Fengqing Zhu |
| 2019 | IGARSS | Thin Cloud Removal with Residual Symmetrical Concatenation Network. | Wenbo Li, Ying Li, Di Chen, Jonathan Cheung-Wai Chan |
| 2019 | MICCAI | Two-Stream CNN with Loose Pair Training for Multi-modal AMD Categorization. | Weisen Wang, Zhiyan Xu, Weihong Yu, Jianchun Zhao, Jingyuan Yang, Feng He, Zhikun Yang, Di Chen, Dayong Ding, Youxin Chen, Xirong Li |
| 2018 | AAAI | Multi-Entity Dependence Learning With Rich Context via Conditional Variational Auto-Encoder. | Luming Tang, Yexiang Xue, Di Chen, Carla P. Gomes |
| 2018 | CHI | EDITalk: Towards Designing Eyes-free Interactions for Mobile Word Processing. | Debjyoti Ghosh, Pin Sym Foong, Shengdong Zhao, Di Chen, Morten Fjeld |
| 2018 | CVPR | Learning Compact Recurrent Neural Networks With Block-Term Tensor Decomposition. | Jinmian Ye, Linnan Wang, Guangxi Li, Di Chen, Shandian Zhe, Xinqi Chu, Zenglin Xu |
| 2018 | ECCV | Person Search via a Mask-Guided Two-Stream CNN Model. | Di Chen, Shanshan Zhang, Wanli Ouyang, Jian Yang, Ying Tai |
| 2018 | EMNLP | Hybrid Neural Attention for Agreement/Disagreement Inference in Online Debates. | Di Chen, Jiachen Du, Lidong Bing, Ruifeng Xu |
| 2018 | ICML | End-to-End Learning for the Deep Multivariate Probit Model. | Di Chen, Yexiang Xue, Carla P. Gomes |
| 2018 | KDD | A Data-Driven Three-Layer Algorithm for Split Delivery Vehicle Routing Problem with 3D Container Loading Constraint. | Xijun Li, Mingxuan Yuan, Di Chen, Jianguo Yao, Jia Zeng |
| 2018 | VTC | Energy Efficient Robust F-RAN Downlink Design for Hard and Soft Fronthauling. | Di Chen, Hussein Al-Shatri, Tobias Mahn, Anja Klein, Volker Khn |
| 2018 | WCNC | Low complexity power control with decentralized fog computing for distributed massive MIMO. | Di Chen |
| 2017 | ALT | Relative Error Embeddings of the Gaussian Kernel Distance. | Di Chen, Jeff M. Phillips |
| 2017 | DATE | MALRU: Miss-penalty aware LRU-based cache replacement for hybrid memory systems. | Di Chen, Hai Jin, Xiaofei Liao, Haikun Liu, Rentong Guo, Dong Liu |
| 2017 | IJCAI | Deep Multi-species Embedding. | Di Chen, Yexiang Xue, Daniel Fink, Shuo Chen, Carla P. Gomes |
| 2017 | WSC | Simulating crowd motion using density estimation and optical flow. | Di Chen, Gary S. H. Tan, Antoine Fagette, Stephen Chai |
| 2016 | GLOBECOM | Adaptive Radio Unit Selection and Load Balancing in the Downlink of Fog Radio Access Network. | Di Chen, Volker Khn |
| 2016 | IGARSS | The study of sustainable development of alpine pastoral region in eastern Tibetan Plateau based on the model of emergy ecological footprint. | Cui Yu, Wenlong Li, Di Chen, Jing Xu, Xulin Guo |
| 2016 | ISAAC | Sink Evacuation on Trees with Dynamic Confluent Flows. | Di Chen, Mordecai J. Golin |
| 2016 | PCS | VPx video coding for lossy transmission channels using error resilience packets. | Di Chen, Neeraj Gadgil, Edward J. Delp |
| 2016 | VTC | Scalar and Vector Compress and Forward for the Two Way Relay Channels. | Di Chen, Volker Khn |
| 2016 | WCNC | Optimization scheme of noisy network coding in the two way relay channels. | Di Chen, Volker Khn |
| 2016 | SIGMOD | Streaming Algorithms for Robust Distinct Elements. | Di Chen, Qin Zhang |
| 2015 | GLOBECOM | Service Provisioning with Energy-Aware Regenerator Allocation in Multi-Domain EONs. | Jing Zhu, Xiaoliang Chen, Di Chen, Shilin Zhu, Zuqing Zhu |
| 2014 | SIGMOD | Robust set reconciliation. | Di Chen, Christian Konrad, Ke Yi, Wei Yu, Qin Zhang |
| 2014 | SRDS | Exploiting Decoding Computational Locality to Improve the I/O Performance of an XOR-Coded Storage Cluster under Concurrent Failures. | Shiyi Li, Xubin He, Shenggang Wan, Yuhua Guo, Ping Huang, Di Chen, Qiang Cao, Changsheng Xie |
| 2013 | IGARSS | Variation of air-sea heat fluxes over the Kuroshio area and its relationship with the flood season precipitation in Qingdao. | Di Chen, Tao Zuo, Jinnian Chen |
| 2012 | FOSSACS | On the Complexity of Computing Probabilistic Bisimilarity. | Di Chen, Franck van Breugel, James Worrell |
| 2006 | ISDA | Non-Stationarity and Multi-Scaling Behaviors in TCP Flow Arrivals. | Qing-jia Lin, Di Chen, Jiande Sun, Yun-cai Liu |