| 2026 | ACL | A Reward-Guided Dual-Phase Framework for Adaptive Inference-Time Reasoning. | Yingqian Cui, Zhenwei Dai, Pengfei He, Bing He, Hui Liu, Zhan Shi, Xianfeng Tang, Jingying Zeng, Suhang Wang, Yue Xing, Jiliang Tang, Benoit Dumoulin |
| 2026 | WSDM | Selective LLM-Guided Regularization for Enhancing Recommendation Models. | Zhan Shi, Shanglin Yang |
| 2025 | CEC | Deep Reinforcement Learning Model for Robust Travel Salesman Problem via Multiobjective Optimization Framework. | Yingze Zhong, Hui Li, Zhan Shi, Jianyong Sun |
| 2025 | EMNLP | CoT-RAG: Integrating Chain of Thought and Retrieval-Augmented Generation to Enhance Reasoning in Large Language Models. | Feiyang Li, Peng Fang, Zhan Shi, Arijit Khan, Fang Wang Weihao Wang, Xin Zhang, Cui Yongjian |
| 2025 | HPCA | Criticality-Aware Instruction-Centric Bandwidth Partitioning for Data Center Applications. | Liren Zhu, Liujia Li, Jianyu Wu, Yiming Yao, Zhan Shi, Jie Zhang, Zhenlin Wang, Xiaolin Wang, Yingwei Luo, Diyu Zhou |
| 2025 | ICPADS | An Efficient Server-Side Prefetching Scheme to Optimize Performance of Distribution File Systems. | Yong Li, Shuibing He, Qian Zhao, Zhan Shi, Yi Qin, Weixu Zong, Peng Xu, Lingfang Zeng |
| 2025 | ICPP | SpiderCache: Semantic-Aware Caching Strategy for DNN Training. | Zesong Wang, Peng Fang, Fang Wang, Hong Jiang, Yimin Lu, Zhan Shi, Dan Feng |
| 2025 | IROS | A Coarse-to-Fine Approach to Multi-Modality 3D Occupancy Grounding. | Zhan Shi, Song Wang, Junbo Chen, Jianke Zhu |
| 2025 | QRS | Survey on Physics-Informed Neural Networks for Vehicle Dynamics Modeling in Autonomous Driving. | Shitong Liang, Zhan Shi, He Chen, Hongpin Ren, Lingzhong Meng |
| 2025 | RecSys | Off-Policy Evaluation of Candidate Generators in Two-Stage Recommender Systems. | Peiyao Wang, Zhan Shi, Amina Shabbeer, Ben London |
| 2024 | AAAI | DiG-In-GNN: Discriminative Feature Guided GNN-Based Fraud Detector against Inconsistencies in Multi-Relation Fraud Graph. | Jinghui Zhang, Zhengjia Xu, Dingyang Lv, Zhan Shi, Dian Shen, Jiahui Jin, Fang Dong |
| 2024 | ACL | ProxyQA: An Alternative Framework for Evaluating Long-Form Text Generation with Large Language Models. | Haochen Tan, Zhijiang Guo, Zhan Shi, Lu Xu, Zhili Liu, Yunlong Feng, Xiaoguang Li, Yasheng Wang, Lifeng Shang, Qun Liu, Linqi Song |
| 2024 | CLUSTER | Parallelism or Fairness? How to Be Friendly for SSDs in Cloud Environments. | Yang Zhou, Fang Wang, Zhan Shi, Dan Feng |
| 2024 | ICML | Ranking-based Client Imitation Selection for Efficient Federated Learning. | Chunlin Tian, Zhan Shi, Xinpeng Qin, Li Li, Chengzhong Xu |
| 2024 | MICCAI | Integrative Graph-Transformer Framework for Histopathology Whole Slide Image Representation and Classification. | Zhan Shi, Jingwei Zhang, Jun Kong, Fusheng Wang |
| 2023 | DAC | Fair Will Go On: A Collaboration-Aware Fairness Scheme for NVMe SSD in Cloud Storage System. | Yang Zhou, Fang Wang, Zhan Shi, Dan Feng, Yu Du |
| 2023 | EMNLP | OssCSE: Overcoming Surface Structure Bias in Contrastive Learning for Unsupervised Sentence Embedding. | Zhan Shi, Guoyin Wang, Ke Bai, Jiwei Li, Xiang Li, Qingjun Cui, Belinda Zeng, Trishul Chilimbi, Xiaodan Zhu |
| 2023 | HPCA | Leveraging Domain Information for the Efficient Automated Design of Deep Learning Accelerators. | Chirag Sakhuja, Zhan Shi, Calvin Lin |
| 2023 | ICASSP | Speaker Recognition with Two-Step Multi-Modal Deep Cleansing. | Ruijie Tao, Kong Aik Lee, Zhan Shi, Haizhou Li |
| 2023 | ICCP | Compact Self-adaptive Coding for Spectral Compressive Sensing. | Zhan Shi, Hao Ye, Tao Lv, Yibo Wang, Xun Cao |
| 2023 | ICCV | Aperture Diffraction for Compact Snapshot Spectral Imaging. | Tao Lv, Hao Ye, Quan Yuan, Zhan Shi, Yibo Wang, Shuming Wang, Xun Cao |
| 2023 | ICLR | Learn to Select: Efficient Cross-device Federated Learning via Reinforcement Learning. | Chunlin Tian, Zhan Shi, Li Li |
| 2023 | ICML | Poisoning Generative Replay in Continual Learning to Promote Forgetting. | Siteng Kang, Zhan Shi, Xinhua Zhang |
| 2023 | ICONIP | From Incompleteness to Unity: A Framework for Multi-view Clustering with Missing Values. | Fangchen Yu, Zhan Shi, Yuqi Ma, Jianfeng Mao, Wenye Li |
| 2023 | SC | Graph3PO: A Temporal Graph Data Processing Method for Latency QoS Guarantee in Object Cloud Storage System. | Wang Zhang, Zhan Shi, Ziyi Liao, Yiling Li, Yu Du, Yutong Wu, Fang Wang, Dan Feng |
| 2023 | USENIX | SOWalker: An I/O-Optimized Out-of-Core Graph Processing System for Second-Order Random Walks. | Yutong Wu, Zhan Shi, Shicai Huang, Zhipeng Tian, Pengwei Zuo, Peng Fang, Dan Feng |
| 2022 | AAAI | Improving Zero-Shot Phrase Grounding via Reasoning on External Knowledge and Spatial Relations. | Zhan Shi, Yilin Shen, Hongxia Jin, Xiaodan Zhu |
| 2022 | AISTATS | Distributionally Robust Structure Learning for Discrete Pairwise Markov Networks. | Yeshu Li, Zhan Shi, Xinhua Zhang, Brian D. Ziebart |
| 2022 | APWEB | LSM-Subgraph: Log-Structured Merge-Subgraph for Temporal Graph Processing. | Jingyuan Ma, Zhan Shi, Shang Liu, Wang Zhang, Yutong Wu, Fang Wang, Dan Feng |
| 2022 | CoNLL | Visual Semantic Parsing: From Images to Abstract Meaning Representation. | Mohamed Ashraf Abdelsalam, Zhan Shi, Federico Fancellu, Kalliopi Basioti, Dhaivat Bhatt, Vladimir Pavlovic, Afsaneh Fazly |
| 2022 | DASFAA | SeTS | Yiping Teng, Fanyou Zhao, Jiayv Liu, Mengfan Zhang, Jihang Duan, Zhan Shi |
| 2022 | ICCD | A Multi-Factor Adaptive Multi-Level Cooperative Replacement Policy in Block Storage Systems. | Yang Zhou, Fang Wang, Zhan Shi, Dan Feng |
| 2022 | MICRO | HARMONY: Heterogeneity-Aware Hierarchical Management for Federated Learning System. | Chunlin Tian, Li Li, Zhan Shi, Jun Wang, Cheng-Zhong Xu |
| 2021 | ACL | Enhancing Descriptive Image Captioning with Natural Language Inference. | Zhan Shi, Hui Liu, Xiaodan Zhu |
| 2021 | AI | Descriptive Image Captioning with Salient Retrieval Priors. | Zhan Shi, Hui Liu, Xiaodan Zhu |
| 2021 | ASPLOS | A hierarchical neural model of data prefetching. | Zhan Shi, Akanksha Jain, Kevin Swersky, Milad Hashemi, Parthasarathy Ranganathan, Calvin Lin |
| 2021 | EMNLP | Unsupervised Conversation Disentanglement through Co-Training. | Hui Liu, Zhan Shi, Xiaodan Zhu |
| 2021 | EMNLP | Retrieval, Analogy, and Composition: A framework for Compositional Generalization in Image Captioning. | Zhan Shi, Hui Liu, Martin Renqiang Min, Christopher Malon, Li Erran Li, Xiaodan Zhu |
| 2021 | HPCC | Secure Skyline Groups Queries on Encrypted Data on Cloud Platform. | Yiping Teng, Yue Sun, Zhan Shi, Dongyue Jiang, Liang Zhao, Chunlong Fan |
| 2021 | ICDE | HuGE: An Entropy-driven Approach to Efficient and Scalable Graph Embeddings. | Peng Fang, Fang Wang, Zhan Shi, Hong Jiang, Dan Feng, Lei Yang |
| 2021 | ICML | Generalised Lipschitz Regularisation Equals Distributional Robustness. | Zac Cranko, Zhan Shi, Xinhua Zhang, Richard Nock, Simon Kornblith |
| 2021 | IWCMC | Dynamic Network Fault Diagnosis Algorithm under 5G Network Slice. | Hongyuan Zheng, Jiangang Lu, Zhan Shi, Yuhang Chen, Keqin Zhang |
| 2021 | TrustCom | Signature-Based Secure Trajectory Similarity Search. | Yiping Teng, Zhan Shi, Fanyou Zhao, Guohui Ding, Li Xu, Chunlong Fan |
| 2020 | ACL | Improving Image Captioning with Better Use of Caption. | Zhan Shi, Xu Zhou, Xipeng Qiu, Xiaodan Zhu |
| 2020 | APWEB | MLND: A Weight-Adapting Method for Multi-label Classification Based on Neighbor Label Distribution. | Lei Yang, Zhan Shi, Dan Feng, Wenxin Yang, Jiaofeng Fang, Shuo Chen, Fang Wang |
| 2020 | ICLR | Learning Execution through Neural Code fusion. | Zhan Shi, Kevin Swersky, Daniel Tarlow, Parthasarathy Ranganathan, Milad Hashemi |
| 2020 | IJCAI | End-to-End Transition-Based Online Dialogue Disentanglement. | Hui Liu, Zhan Shi, Jia-Chen Gu, Quan Liu, Si Wei, Xiaodan Zhu |
| 2019 | CVPR | NTIRE 2019 Challenge on Image Colorization: Report. | Shuhang Gu, Radu Timofte, Richard Zhang, Maitreya Suin, Kuldeep Purohit, A. N. Rajagopalan, S. Athi Narayanan, Jameer Babu Pinjari, Zhiwei Xiong, Zhan Shi, Chang Chen, Dong Liu, Manoj Sharma, Megh Makwana, Anuj Badhwar, Ajay Pratap Singh, Avinash Upadhyay, Akkshita Trivedi, Anil K. Saini, Santanu Chaudhury, Prasen Kumar Sharma, Priyankar Jain, Arijit Sur, Gkhan zbulak |
| 2019 | ICML | Monge blunts Bayes: Hardness Results for Adversarial Training. | Zac Cranko, Aditya Krishna Menon, Richard Nock, Cheng Soon Ong, Zhan Shi, Christian J. Walder |
| 2019 | MICRO | Applying Deep Learning to the Cache Replacement Problem. | Zhan Shi, Xiangru Huang, Akanksha Jain, Calvin Lin |
| 2019 | NPC | GraphScSh: Efficient I/O Scheduling and Graph Sharing for Concurrent Graph Processing. | Shang Liu, Zhan Shi, Dan Feng, Shuo Chen, Fang Wang, Yamei Peng |
| 2018 | AAAI | Deep Embedding for Determining the Number of Clusters. | Yiqi Wang, Zhan Shi, Xifeng Guo, Xinwang Liu, En Zhu, Jianping Yin |
| 2018 | CVPR | HSCNN+: Advanced CNN-Based Hyperspectral Recovery From RGB Images. | Zhan Shi, Chang Chen, Zhiwei Xiong, Dong Liu, Feng Wu |
| 2018 | ECCV | Deep Residual Attention Network for Spectral Image Super-Resolution. | Zhan Shi, Chang Chen, Zhiwei Xiong, Dong Liu, Zheng-Jun Zha, Feng Wu |
| 2018 | ECCV | PIRM2018 Challenge on Spectral Image Super-Resolution: Methods and Results. | Mehrdad Shoeiby, Antonio Robles-Kelly, Radu Timofte, Ruofan Zhou, Fayez Lahoud, Sabine Ssstrunk, Zhiwei Xiong, Zhan Shi, Chang Chen, Dong Liu, Zheng-Jun Zha, Feng Wu, Kaixuan Wei, Tao Zhang, Lizhi Wang, Ying Fu, Koushik Nagasubramanian, Asheesh K. Singh, Arti Singh, Soumik Sarkar, Baskar Ganapathysubramanian |
| 2018 | ICDCS | NetRS: Cutting Response Latency in Distributed Key-Value Stores with In-Network Replica Selection. | Yi Su, Dan Feng, Yu Hua, Zhan Shi, Tingwei Zhu |
| 2018 | ICIP | HSVCNN: CNN-Based Hyperspectral Reconstruction from RGB Videos. | Huiqun Li, Zhiwei Xiong, Zhan Shi, Lizhi Wang, Dong Liu, Feng Wu |
| 2018 | ICML | Inductive Two-layer Modeling with Parametric Bregman Transfer. | Vignesh Ganapathiraman, Zhan Shi, Xinhua Zhang, Yaoliang Yu |
| 2018 | IJCAI | Toward Diverse Text Generation with Inverse Reinforcement Learning. | Zhan Shi, Xinchi Chen, Xipeng Qiu, Xuanjing Huang |
| 2018 | ISNN | Supplementary Frequency Control for Multi-machine Power System Based on Adaptive Dynamic Programming. | Zhan Shi, Zhanshan Wang, Yanhong Luo, Dan Ye |
| 2017 | ACL | Adversarial Multi-Criteria Learning for Chinese Word Segmentation. | Xinchi Chen, Zhan Shi, Xipeng Qiu, Xuanjing Huang |
| 2017 | ICPP | Predicting Response Latency Percentiles for Cloud Object Storage Systems. | Yi Su, Dan Feng, Yu Hua, Zhan Shi |
| 2016 | EuroSys | PSLO: enforcing the | Ning Li, Hong Jiang, Dan Feng, Zhan Shi |
| 2016 | NPC | Application-Based Coarse-Grained Incremental Checkpointing Based on Non-volatile Memory. | Zhan Shi, Kai Lu, Xiaoping Wang, Wenzhe Zhang, Yiqi Wang |
| 2015 | CCGRID | General Functional Regenerating Codes with Uncoded Repair for Distributed Storage System. | Qing Liu, Dan Feng, Zhan Shi, Min Fu |
| 2014 | IROS | Micro laser ablation system integrated with image sensor for minimally invasive surgery. | Baiquan Su, Zhan Shi, Hongen Liao |
| 2013 | SC | Enhancing both fairness and performance using rate-aware dynamic storage cache partitioning. | Yong Li, Dan Feng, Zhan Shi |
| 2012 | IJCNN | Local linear discriminant analysis with composite kernel for face recognition. | Zhan Shi, Jinglu Hu |
| 2012 | VTC | Time Domain Delay Items Design for Memory Orthogonal Polynomial Predistorter. | Zhan Shi, Hui Li, Jianmin Zhou, Jianming Wu |
| 2010 | CloudCom | SafeVanish: An Improved Data Self-Destruction for Protecting Data Privacy. | Lingfang Zeng, Zhan Shi, Shengjie Xu, Dan Feng |
| 2010 | ISDA | Image edge detection method based on a simplified PCNN model with anisotropic linking mechanism. | Zhan Shi, Jinglu Hu |
| 2009 | CCGRID | Range Query Using Learning-Aware RPS in DHT-Based Peer-to-Peer Networks. | Ze Deng, Dan Feng, Ke Zhou, Zhan Shi, Chao Luo |
| 2008 | HPCC | Scalability Support for SMI-S with Chord. | Ze Deng, Dan Feng, Zhan Shi, Chao Luo |
| 2008 | PIMRC | A coefficients extraction algorithm for LUT-based Hammerstein predistorters. | Zhan Shi, Jianmin Zhou, Hiroyuki Hayashi, Tokuro Kubo |
| 2007 | AINA | A Protocol vSCSI for Ethernet-based Network Storage. | Dan Feng, Jun Ye, Zhan Shi |
| 2007 | IIWAS | Efficiency Support for SMI-S with XML Database. | Ze Deng, Zhan Shi, Dan Feng, Hao Huang |
| 2006 | AINA | iVISA: A Framework for Flexible Layout Block-level Storage System. | Jianxi Chen, Dan Feng, Zhan Shi |
| 2006 | SC | Storage challenge - HUSt: a heterogeneous unified storage system for GIS grid. | Lingfang Zeng, Ke Zhou, Zhan Shi, Dan Feng, Fang Wang, Changsheng Xie, Zhitang Li, Zhanwu Yu, Jianya Gong, Qiang Cao, Zhongying Niu, Lingjun Qin, Qun Liu, Yao Li |
| 2006 | SNPD | Flexible Metadata Management for Block-level Storage System. | Jie Xiao, Dan Feng, Zhan Shi, Mengfei Cheng |
| 2004 | ICCS | Using DMA Aligned Buffer to Improve Software RAID Performance. | Zhan Shi, Jiangling Zhang, Xinrong Zhou |