| 2026 | AAAI | RecToM: A Benchmark for Evaluating Machine Theory of Mind in LLM-based Conversational Recommender Systems. | Mengfan Li, Xuanhua Shi, Yang Deng |
| 2026 | ACL | CoSToM: Causal-oriented Steering for Intrinsic Theory-of-Mind Alignment in Large Language Models. | Mengfan Li, Xuanhua Shi, Yang Deng |
| 2026 | EACL | code-transformed: The Influence of Large Language Models on Code. | Yuliang Xu, Siming Huang, Mingmeng Geng, Yao Wan, Xuanhua Shi, Dongping Chen |
| 2026 | ISCA | ParetoES: Hardware-Accelerated Sparse Embedding Similarity via Pareto-Optimal Pruning. | Jiaqi Zhai, Xuanhua Shi, Wenju Zhao, Kaiyi Huang, Chencheng Ye, Shunsen Lv, Zhongtian Long, Bingsheng He, Hai Jin |
| 2025 | HPCA | AccelES: Accelerating Top-K SpMV for Embedding Similarity via Low-bit Pruning. | Jiaqi Zhai, Xuanhua Shi, Kaiyi Huang, Chencheng Ye, Weifang Hu, Bingsheng He, Hai Jin |
| 2025 | ICML | Dataflow-Guided Neuro-Symbolic Language Models for Type Inference. | Ge Li, Yao Wan, Hongyu Zhang, Zhou Zhao, Wenbin Jiang, Xuanhua Shi, Hai Jin, Zheng Wang |
| 2025 | ICML | CodeSync: Synchronizing Large Language Models with Dynamic Code Evolution at Scale. | Chenlong Wang, Zhaoyang Chu, Zhengxiang Cheng, Xuyi Yang, Kaiyue Qiu, Yao Wan, Zhou Zhao, Xuanhua Shi, Hai Jin, Dongping Chen |
| 2025 | KDD | LaTCoder: Converting Webpage Design to Code with Layout-as-Thought. | Yi Gui, Zhen Li, Zhongyi Zhang, Guohao Wang, Tianpeng Lv, Gaoyang Jiang, Yi Liu, Dongping Chen, Yao Wan, Hongyu Zhang, Wenbin Jiang, Xuanhua Shi, Hai Jin |
| 2024 | ACL | Iterative Refinement of Project-Level Code Context for Precise Code Generation with Compiler Feedback. | Zhangqian Bi, Yao Wan, Zheng Wang, Hongyu Zhang, Batu Guan, Fangxin Lu, Zili Zhang, Yulei Sui, Hai Jin, Xuanhua Shi |
| 2024 | ACL | Generalization-Enhanced Code Vulnerability Detection via Multi-Task Instruction Fine-Tuning. | Xiaohu Du, Ming Wen, Jiahao Zhu, Zifan Xie, Bin Ji, Huijun Liu, Xuanhua Shi, Hai Jin |
| 2024 | SOSP | Uncovering Nested Data Parallelism and Data Reuse in DNN Computation with FractalTensor. | Siran Liu, Chengxiang Qi, Ying Cao, Chao Yang, Weifang Hu, Xuanhua Shi, Fan Yang, Mao Yang |
| 2023 | ASPLOS | GZKP: A GPU Accelerated Zero-Knowledge Proof System. | Weiliang Ma, Qian Xiong, Xuanhua Shi, Xiaosong Ma, Hai Jin, Haozhao Kuang, Mingyu Gao, Ye Zhang, Haichen Shen, Weifang Hu |
| 2023 | EMNLP | SiMFy: A Simple Yet Effective Approach for Temporal Knowledge Graph Reasoning. | Zhengtao Liu, Lei Tan, Mengfan Li, Yao Wan, Hai Jin, Xuanhua Shi |
| 2023 | IJCAI | Incremental and Decremental Optimal Margin Distribution Learning. | Li-Jun Chen, Teng Zhang, Xuanhua Shi, Hai Jin |
| 2023 | IJCAI | Scalable Optimal Margin Distribution Machine. | Yilin Wang, Nan Cao, Teng Zhang, Xuanhua Shi, Hai Jin |
| 2022 | IJCAI | Posistive-Unlabeled Learning via Optimal Transport and Margin Distribution. | Nan Cao, Teng Zhang, Xuanhua Shi, Hai Jin |
| 2021 | ACL | Semantic and Syntactic Enhanced Aspect Sentiment Triplet Extraction. | Zhexue Chen, Hong Huang, Bang Liu, Xuanhua Shi, Hai Jin |
| 2020 | ASPLOS | Capuchin: Tensor-based GPU Memory Management for Deep Learning. | Xuan Peng, Xuanhua Shi, Hulin Dai, Hai Jin, Weiliang Ma, Qian Xiong, Fan Yang, Xuehai Qian |
| 2020 | CLOUD | ByteSeries: an in-memory time series database for large-scale monitoring systems. | Xuanhua Shi, Zezhao Feng, Kaixi Li, Yongluan Zhou, Hai Jin, Yan Jiang, Bingsheng He, Zhijun Ling, Xin Li |
| 2020 | DASFAA | Modeling Heterogeneous Edges to Represent Networks with Graph Auto-Encoder. | Lu Wang, Yu Song, Hong Huang, Fanghua Ye, Xuanhua Shi, Hai Jin |
| 2020 | ICDE | Maxson: Reduce Duplicate Parsing Overhead on Raw Data. | Xuanhua Shi, Yipeng Zhang, Hong Huang, Zhenyu Hu, Hai Jin, Huan Shen, Yongluan Zhou, Bingsheng He, Ruibo Li, Keyong Zhou |
| 2018 | EuroPar | A Resource Allocation Framework with Qualitative and Quantitative SLA Classes. | Tarek Menouer, Christophe Crin, Walid Saad, Xuanhua Shi |
| 2018 | HPCC | SDPA: An Optimizer for Program Analysis of Data-Parallel Applications. | Fei Wang, Xuanhua Shi, Dongxiao Yu, Zhixiang Ke, Hai Jin, Song Wu |
| 2018 | NPC | GRAM: A GPU-Based Property Graph Traversal and Query for HPC Rich Metadata Management. | Wenke Li, Xuanhua Shi, Hong Huang, Peng Zhao, Hai Jin, Dong Dai, Yong Chen |
| 2018 | PPoPP | Layrub: layer-centric GPU memory reuse and data migration in extreme-scale deep learning systems. | Bo Liu, Wenbin Jiang, Hai Jin, Xuanhua Shi, Yang Ma |
| 2017 | GPC | TPS: An Efficient VM Scheduling Algorithm for HPC Applications in Cloud. | Duoqiang Wang, Wei Dai, Chi Zhang, Xuanhua Shi, Hai Jin |
| 2017 | ICDCS | Distributively Computing Random Walk Betweenness Centrality in Linear Time. | Qiang-Sheng Hua, Ming Ai, Hai Jin, Dongxiao Yu, Xuanhua Shi |
| 2017 | ICS | SSDUP: a traffic-aware ssd burst buffer for HPC systems. | Xuanhua Shi, Ming Li, Wei Liu, Hai Jin, Chen Yu, Yong Chen |
| 2017 | ICWS | MURS: Mitigating Memory Pressure in Service-Oriented Data Processing System. | Xuanhua Shi, Xiong Zhang, Ligang He, Hai Jin, Zhixiang Ke, Song Wu |
| 2016 | APWEB | Measuring Directional Semantic Similarity with Multi-features. | Bo Liu, Xuanhua Shi, Hai Jin |
| 2016 | CCGRID | Exploiting Sample Diversity in Distributed Machine Learning Systems. | Zhiqiang Liu, Xuanhua Shi, Hai Jin |
| 2016 | CLUSTER | SSDUP: An Efficient SSD Write Buffer Using Pipeline. | Ming Li, Xuanhua Shi, Wei Liu, Hai Jin, Yong Chen |
| 2016 | ICDCS | Nearly Optimal Distributed Algorithm for Computing Betweenness Centrality. | Qiang-Sheng Hua, Haoqiang Fan, Ming Ai, Lixiang Qian, Yangyang Li, Xuanhua Shi, Hai Jin |
| 2016 | ISPDC | Finding SCCs in Real-World Graphs on External Memory: A Task-Based Approach. | Huiming Lv, Zhiyuan Shao, Xuanhua Shi, Hai Jin |
| 2016 | PDP | Conch: A Cyclic MapReduce Model for Iterative Applications. | Ran Zheng, Genmao Yu, Hai Jin, Xuanhua Shi, Qin Zhang |
| 2016 | SPAA | Brief Announcement: A Tight Distributed Algorithm for All Pairs Shortest Paths and Applications. | Qiang-Sheng Hua, Haoqiang Fan, Lixiang Qian, Ming Ai, Yangyang Li, Xuanhua Shi, Hai Jin |
| 2015 | APSCC | Towards Truly Elastic Distributed Graph Computing in the Cloud. | Lu Lu, Xuanhua Shi, Hai Jin |
| 2015 | ICA3PP | Improving the Memory Efficiency of In-Memory MapReduce Based HPC Systems. | Cheng Pei, Xuanhua Shi, Hai Jin |
| 2015 | PPoPP | Optimization of asynchronous graph processing on GPU with hybrid coloring model. | Xuanhua Shi, Junling Liang, Sheng Di, Bingsheng He, Hai Jin, Lu Lu, Zhixiang Wang, Xuan Luo, Jianlong Zhong |
| 2014 | CCGRID | Iteration Based Collective I/O Strategy for Parallel I/O Systems. | Zhixiang Wang, Xuanhua Shi, Hai Jin, Song Wu, Yong Chen |
| 2014 | CEC | An adaptive PSO based on motivation mechanism and acceleration restraint operator. | Jiangshao Gu, Xuanhua Shi |
| 2014 | CLUSTER | GIRAFFE: A scalable distributed coordination service for large-scale systems. | Xuanhua Shi, Haohong Lin, Hai Jin, Bing Bing Zhou, Zuoning Yin, Sheng Di, Song Wu |
| 2014 | HPDC | Communication-driven scheduling for virtual clusters in cloud. | Haibao Chen, Song Wu, Sheng Di, Bing Bing Zhou, Zhenjiang Xie, Hai Jin, Xuanhua Shi |
| 2014 | NPC | A Real-Time Scheduling Framework Based on Multi-core Dynamic Partitioning in Virtualized Environment. | Song Wu, Like Zhou, Danqing Fu, Hai Jin, Xuanhua Shi |
| 2014 | NPC | Page Classifier and Placer: A Scheme of Managing Hybrid Caches. | Xin Yu, Xuanhua Shi, Hai Jin, Xiaofei Liao, Song Wu, Xiaoming Li |
| 2013 | CloudCom | Cost-Aware Client-Side File Caching for Data-Intensive Applications. | Yaning Huang, Hai Jin, Xuanhua Shi, Song Wu, Yong Chen |
| 2013 | GPC | RTRM: A Response Time-Based Replica Management Strategy for Cloud Storage System. | Xiaohu Bai, Hai Jin, Xiaofei Liao, Xuanhua Shi, Zhiyuan Shao |
| 2013 | HPDC | Supporting parallel soft real-time applications in virtualized environment. | Like Zhou, Song Wu, Huahua Sun, Hai Jin, Xuanhua Shi |
| 2013 | MASCOTS | Virtual Machine Scheduling for Parallel Soft Real-Time Applications. | Like Zhou, Song Wu, Huahua Sun, Hai Jin, Xuanhua Shi |
| 2010 | HPDC | MR-scope: a real-time tracing tool for MapReduce. | Dachuan Huang, Xuanhua Shi, Shadi Ibrahim, Lu Lu, Hongzhang Liu, Song Wu, Hai Jin |
| 2010 | ICPADS | VirtCFT: A Transparent VM-Level Fault-Tolerant System for Virtual Clusters. | Minjia Zhang, Hai Jin, Xuanhua Shi, Song Wu |
| 2010 | PDCAT | Virtual Machine Management Based on Agent Service. | Song Wu, Li Deng, Hai Jin, Xuanhua Shi, Yankun Zhao, Wei Gao, Jianyin Zhang, Jin Peng |
| 2009 | CloudCom | Evaluating MapReduce on Virtual Machines: The Hadoop Case. | Shadi Ibrahim, Hai Jin, Lu Lu, Li Qi, Song Wu, Xuanhua Shi |
| 2009 | CLUSTER | Live virtual machine migration with adaptive, memory compression. | Hai Jin, Li Deng, Song Wu, Xuanhua Shi, Xiaodong Pan |
| 2008 | APSCC | WAGA: A Flexible Web-Based Framework for Grid Applications. | Xuanhua Shi, Zhao Chen, Hai Jin, Song Wu, Ke Fan |
| 2008 | APSCC | Effectively Deploying Virtual Machines on Cluster. | Song Wu, Jinyan Yuan, Wei Gao, Xuanhua Shi, Hai Jin |
| 2008 | GPC | ADVE: Adaptive and Dependable Virtual Environments for Grid Computing. | Xuanhua Shi, Hai Jin, Wei Zhu, Li Qi |
| 2008 | HPDC | Dynasa: adapting grid applications to safety using fault-tolerant methods. | Xuanhua Shi, Jean-Louis Pazat, Eric Rodriguez, Hai Jin, Hongbo Jiang |
| 2007 | ICA3PP | Service Dependency Model for Dynamic and Stateful Grid Services. | Li Qi, Hai Jin, Yaqin Luo, Xuanhua Shi, Chengwei Wang |
| 2007 | ICCS | DGSS: A Dependability Guided Job Scheduling System for Grid Environment. | Yongcai Tao, Hai Jin, Xuanhua Shi |
| 2007 | PAKDD | A Novel Adaptive and Safe Framework for Ubicomp. | Xuanhua Shi, Jean-Louis Pazat |
| 2006 | AINA | Peer-Tree: A Hybrid Peer-to-Peer Overlay for Service Discovery. | Jing Tie, Hai Jin, Shengli Li, Xuanhua Shi, Hanhua Chen, Xiaoming Ning |
| 2006 | SAC | ALTER: first step towards dependable grids. | Xuanhua Shi, Hai Jin, Weizhong Qiang |
| 2005 | ACISP | VO-Sec: An Access Control Framework for Dynamic Virtual Organization. | Hai Jin, Weizhong Qiang, Xuanhua Shi, Deqing Zou |
| 2005 | ICECCS | A Formal General Framework and Service Access Model for Service Grid. | Deqing Zou, Weizhong Qiang, Xuanhua Shi |