| 2026 | AAAI | DeloopSGNN: Revisiting Spectral GNNs Through the Lens of Spatial Aggregation. | Duanyu Li, Huijun Wu, Min Xie, Kai Lu, Wenzhe Zhang, Zhenwei Wu, Yong Dong, Ruibo Wang |
| 2026 | AAAI | Decoupling Understanding from Reasoning via Problem Space Mapping for Small-Scale Model Reasoning. | Li Wang, Changhao Zhang, Zengqi Xiu, Kai Lu, Xin Yu, Kui Zhang, Wenjun Wu |
| 2026 | ASPLOS | CEMU: Enabling Full-System Emulation of Computational Storage Beyond Hardware Limits. | Qiuyang Zhang, Jiapin Wang, You Zhou, Peng Xu, Kai Lu, Jiguang Wan, Fei Wu, Tao Lu |
| 2026 | FAST | AdaCheck: An Adaptive Checkpointing System for Efficient LLM Training with Redundancy Utilization. | Weijie Liu, Shengwei Li, Zhiquan Lai, Keshi Ge, Qiaoling Chen, Peng Sun, Dongsheng Li, Kai Lu |
| 2026 | ICDE | EC-RAG: Towards Efficient Edge-Cloud Retrieval-Augmented Generation Systems. | Liang Wang, Kai Wang, Ranjun Jia, Kai Lu, Jiguang Wan, Hao Huo, Yulong Zhai, Zhiyuan Liang, Di Wang |
| 2026 | NDSS | PortRush: Detect Write Port Contention Side-Channel Vulnerabilities via Hardware Fuzzing. | Peihong Lin, Pengfei Wang, Lei Zhou, Gen Zhang, Xu Zhou, Wei Xie, Zhiyuan Jiang, Kai Lu |
| 2026 | NSDI | Di-PS: System-Algorithm Co-Design for Asynchronous and Heterogeneous Cross-cluster LLM Training at Scale. | Shengwei Li, Qiaoling Chen, Zhiquan Lai, Penglong Jiao, Wenwen Qu, Kun Cai, Jiaxing Li, Peng Sun, Xingcheng Zhang, Xiaoge Deng, Dongsheng Li, Kai Lu, Tianwei Zhang |
| 2026 | SIGMETRICS | RELL-STC: An Efficient SpMM Extension of Sparse Tensor Core with Re-structured ELLPACK and Gustavson Dataflow. | Jianfeng Cui, Bo Yuan, Zekun Jiang, Kai Lu, Sheng Liu |
| 2025 | AAAI | Adaptive Dual Guidance Knowledge Distillation. | Tong Li, Long Liu, Kang Liu, Xin Wang, Bo Zhou, Hongguang Yang, Kai Lu |
| 2025 | AAAI | Can Large Language Models Derive High-Level Cognition from Low-Level and Fragmented Foundational Information? | Yang Liu, Xiaoping Wang, Kai Lu |
| 2025 | AAAI | RUNA: Object-Level Out-of-Distribution Detection via Regional Uncertainty Alignment of Multimodal Representations. | Bin Zhang, Jinggang Chen, Xiaoyang Qu, Guokuan Li, Kai Lu, Jiguang Wan, Jing Xiao, Jianzong Wang |
| 2025 | ACL | BadWindtunnel: Defending Backdoor in High-noise Simulated Training with Confidence Variance. | Ruyi Zhang, Songlei Jian, Yusong Tan, Heng Gao, Haifang Zhou, Kai Lu |
| 2025 | ACL | RATE-Nav: Region-Aware Termination Enhancement for Zero-shot Object Navigation with Vision-Language Models. | Junjie Li, Nan Zhang, Xiaoyang Qu, Kai Lu, Guokuan Li, Jiguang Wan, Jianzong Wang |
| 2025 | ACL | AGD: Adversarial Game Defense Against Jailbreak Attacks in Large Language Models. | Shilong Pan, Zhiliang Tian, Zhen Huang, Wanlong Yu, Zhihua Wen, Xinwang Liu, Kai Lu, Minlie Huang, Dongsheng Li |
| 2025 | ACL | DPGA-TextSyn: Differentially Private Genetic Algorithm for Synthetic Text Generation. | Zhonghao Sun, Zhiliang Tian, Yiping Song, Yuyi Si, Juhua Zhang, Minlie Huang, Kai Lu, Zeyu Xiong, Xinwang Liu, Dongsheng Li |
| 2025 | ACL | MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts. | Wei Tao, Haocheng Lu, Xiaoyang Qu, Bin Zhang, Kai Lu, Jiguang Wan, Jianzong Wang |
| 2025 | ECAI | CCRC: A Change-Aware Captioning and Reasoning Chain for Image Change Captioning and Segmentation. | Jinhong Hu, Xiaoping Wang, Shuyin Huang, Guojin Zhong, Kaitai Liu, Kai Lu |
| 2025 | GLOBECOM | Channel Estimation for RIS-Assisted mmWave Systems Using Spike-and-Slab Laplacian Priors. | Kai Lu, Hengtao He, Weijie Jin, Jing Zhang, Xiao Li, Shi Jin |
| 2025 | ICML | Agent Reviewers: Domain-specific Multimodal Agents with Shared Memory for Paper Review. | Kai Lu, Shixiong Xu, Jinqiu Li, Kun Ding, Gaofeng Meng |
| 2025 | IJCNN | BAGNet: A Boundary-Aware Graph Attention Network for 3D Point Cloud Semantic Segmentation. | Wei Tao, Xiaoyang Qu, Kai Lu, Jiguang Wan, Shenglin He, Jianzong Wang |
| 2025 | ICS | YH-Light: Yielding Hierarchy-aware Partitioner for Large-scale Graph Processing. | Xinbiao Gan, Tiejun Li, Chunye Gong, Jie Liu, Kai Lu |
| 2025 | ICS | From Islands to Archipelago: Towards Collaborative and Adaptive Burst Buffer for HPC Systems. | Mingtian Shao, Ruibo Wang, Wenzhe Zhang, Kai Lu, Yiqin Dai, Huijun Wu |
| 2025 | WWW | GraphCom: Communication Hierarchy-aware Graph Engine for Distributed Model Training. | Xinbiao Gan, Tiejun Li, Liang Wu, Qiang Zhang, Lingyun Song, Bo Yang, Jie Liu, Kai Lu |
| 2025 | WWW | GraphCSR: A Space and Time-Efficient Sparse Matrix Representation for Web-scale Graph Processing. | Xinbiao Gan, Tiejun Li, Qiang Zhang, Guang Wu, Bo Yang, Chunye Gong, Jie Liu, Kai Lu |
| 2025 | SC | TianheEngine: Hierarchy-aware Adaptive Partitioning System for Trillion-scale Graph Processing. | Xinbiao Gan, Tiejun Li, Yiqi Wang, Qiang Zhang, Yongming Yi, Chunye Gong, Jie Liu, Kai Lu |
| 2025 | USENIX | DShuffle: DPU-Optimized Shuffle Framework for Large-scale Data Processing. | Chen Ding, Sicen Li, Kai Lu, Ting Yao, Daohui Wang, Huatao Wu, Jiguang Wan, Zhihu Tan, Changsheng Xie |
| 2024 | CLUSTER | Fully Decentralized Data Distribution for Exascale-HPC: End of the Provider-Demander Matching Puzzle. | Mingtian Shao, Wenzhe Zhang, Ruibo Wang, Huijun Wu, Yiqin Dai, Kai Lu |
| 2024 | DATE | Value-Driven Mixed-Precision Quantization for Patch-Based Inference on Microcontrollers. | Wei Tao, Shenglin He, Kai Lu, Xiaoyang Qu, Guokuan Li, Jiguang Wan, Jianzong Wang, Jing Xiao |
| 2024 | ICRA | Learning to Catch Reactive Objects with a Behavior Predictor. | Kai Lu, Jia-Xing Zhong, Bo Yang, Bing Wang, Andrew Markham |
| 2024 | IJCNN | Cross-Frame Integrated Prediction for Feature-Space Video Compression. | Hongxin Qiu, Zhidao Zhou, Kai Lu, Fan Liang |
| 2024 | IROS | Learning Generalizable Manipulation Policy with Adapter-Based Parameter Fine-Tuning. | Kai Lu, Kim Tien Ly, William Hebberd, Kaichen Zhou, Ioannis Havoutis, Andrew Markham |
| 2024 | NDSS | DeepGo: Predictive Directed Greybox Fuzzing. | Peihong Lin, Pengfei Wang, Xu Zhou, Wei Xie, Gen Zhang, Kai Lu |
| 2024 | RAID | Efficiently Rebuilding Coverage in Hardware-Assisted Greybox Fuzzing. | Tai Yue, Yibo Jin, Fengwei Zhang, Zhenyu Ning, Pengfei Wang, Xu Zhou, Kai Lu |
| 2024 | SMC | LESaET: Low-Dimensional Embedding Method for Link Prediction Combining Self-Attention and Enhanced-TuckER. | Lichao Ding, Jing Zhao, Kai Lu, Zenghao Hao |
| 2024 | SMC | JTEA: Implementing Semi-Supervised Entity Alignment Using Joint Teaching Strategies. | Kai Lu, Jing Zhao, Lichao Ding, Zenghao Hao |
| 2024 | SC | Towards Highly Compatible I/O-Aware Workflow Scheduling on HPC Systems. | Yiqin Dai, Ruibo Wang, Yong Dong, Kai Lu |
| 2023 | DAC | Shoggoth: Towards Efficient Edge-Cloud Collaborative Real-Time Video Inference via Adaptive Online Learning. | Liang Wang, Kai Lu, Nan Zhang, Xiaoyang Qu, Jianzong Wang, Jiguang Wan, Guokuan Li, Jing Xiao |
| 2023 | ICPP | DComp: Efficient Offload of LSM-tree Compaction with Data Processing Units. | Chen Ding, Jian Zhou, Jiguang Wan, Yiqin Xiong, Sicen Li, Shuning Chen, Hanyang Liu, Liu Tang, Ling Zhan, Kai Lu, Peng Xu |
| 2023 | ICRA | Decoupling Skill Learning from Robotic Control for Generalizable Object Manipulation. | Kai Lu, Bo Yang, Bing Wang, Andrew Markham |
| 2023 | ICS | Roar: A Router Microarchitecture for In-network Allreduce. | Ruiqi Wang, Dezun Dong, Fei Lei, Junchao Ma, Ke Wu, Kai Lu |
| 2023 | NDSS | VulHawk: Cross-architecture Vulnerability Detection with Entropy-based Binary Code Search. | Zhenhao Luo, Pengfei Wang, Baosheng Wang, Yong Tang, Wei Xie, Xu Zhou, Danjun Liu, Kai Lu |
| 2022 | DATE | Full-credit Flow Control: A Novel Technique to Implement Deadlock-free Adaptive Routing. | Yi Dai, Kai Lu, Sheng Ma, Junsheng Chang |
| 2022 | ICA3PP | PMemTrace: Lightweight and Efficient Memory Access Monitoring for Persistent Memory. | Yushuqing Zhang, Kai Lu, Zhenwei Wu, Wenzhe Zhang |
| 2022 | ICDE | XTree: Traversal-Based Partitioning for Extreme-Scale Graph Processing on Supercomputers. | Xinbiao Gan, Yiming Zhang, Ruigeng Zeng, Jie Liu, Ruibo Wang, Tiejun Li, Li Chen, Kai Lu |
| 2022 | ICPP | ADSTS: Automatic Distributed Storage Tuning System Using Deep Reinforcement Learning. | Kai Lu, Guokuan Li, Jiguang Wan, Ruixiang Ma, Wei Zhao |
| 2022 | NDSS | MobFuzz: Adaptive Multi-objective Optimization in Gray-box Fuzzing. | Gen Zhang, Pengfei Wang, Tai Yue, Xiangdong Kong, Shan Huang, Xu Zhou, Kai Lu |
| 2022 | WWW | Game of Hide-and-Seek: Exposing Hidden Interfaces in Embedded Web Applications of IoT Devices. | Wei Xie, Jiongyi Chen, Zhenhua Wang, Chao Feng, Enze Wang, Yifei Gao, Baosheng Wang, Kai Lu |
| 2022 | SC | Towards Scalable Resource Management for Supercomputers. | Yiqin Dai, Yong Dong, Kai Lu, Ruibo Wang, Wei Zhang, Juan Chen, Mingtian Shao, Zheng Wang |
| 2022 | SC | vGraph: Memory-Efficient Multicore Graph Processing for Traversal-Centric Algorithms. | Menghan Jia, Yiming Zhang, Xinbiao Gan, Dongsheng Li, Erci Xu, Ruibo Wang, Kai Lu |
| 2021 | HPCC | A Video Stitching System of Underwater Image. | Zhenyu Wang, Haoming Wu, Tianming Yu, Mengqin Fu, Bernie Liu, Jieren Cheng, Quanfeng Ye, Ni Zhang, Shuo Huang, Xingyue Lu, Xiulai Li, Kai Lu, GengQuan Xie |
| 2021 | ICIG | Single Scene Image Editing Based on Deep Intrinsic Decomposition. | Hao Sha, Yue Liu, Kai Lu, Chenguang Lu, Hengrun Chen, Yongtian Wang |
| 2021 | MASCOTS | Sparse Matrix-Vector Multiplication Cache Performance Evaluation and Design Exploration. | Jianfeng Cui, Kai Lu, Sheng Liu |
| 2020 | AAAI | Representation Learning with Multiple Lipschitz-Constrained Alignments on Partially-Labeled Cross-Domain Data. | Songlei Jian, Liang Hu, Longbing Cao, Kai Lu |
| 2020 | ICDCS | Disperse Access Considered Energy Inefficiency in Intel Optane DC Persistent Memory Servers. | Daping Li, Jiguang Wan, Jun Wang, Jian Zhou, Kai Lu, Peng Xu, Fei Wu, Changsheng Xie |
| 2020 | ICRA | Semi-Empirical Simulation of Learned Force Response Models for Heterogeneous Elastic Objects. | Yifan Zhu, Kai Lu, Kris Hauser |
| 2020 | PLDI | PMThreads: persistent memory threads harnessing versioned shadow copies. | Zhenwei Wu, Kai Lu, Andrew Nisbet, Wenzhe Zhang, Mikel Lujn |
| 2019 | AAAI | Evolutionarily Learning Multi-Aspect Interactions and Influences from Network Structure and Node Content. | Songlei Jian, Liang Hu, Longbing Cao, Kai Lu, Hang Gao |
| 2019 | ICCAD | ReDESK: A Reconfigurable Dataflow Engine for Sparse Kernels on Heterogeneous Platforms. | Kai Lu, Zhaoshi Li, Leibo Liu, Jiawei Wang, Shouyi Yin, Shaojun Wei |
| 2019 | IJCAI | Adversarial Examples for Graph Data: Deep Insights into Attack and Defense. | Huijun Wu, Chen Wang, Yuriy Tyshetskiy, Andrew Docherty, Kai Lu, Liming Zhu |
| 2019 | IROS | Deep Reinforcement Learning for Robotic Pushing and Picking in Cluttered Environment. | Yuhong Deng, Xiaofeng Guo, Yixuan Wei, Kai Lu, Bin Fang, Di Guo, Huaping Liu, Fuchun Sun |
| 2018 | AAAI | Metric-Based Auto-Instructor for Learning Mixed Data Representation. | Songlei Jian, Liang Hu, Longbing Cao, Kai Lu |
| 2018 | CCGRID | One Size Does Not Fit All: The Case for Chunking Configuration in Backup Deduplication. | Huijun Wu, Chen Wang, Kai Lu, Yinjin Fu, Liming Zhu |
| 2018 | WWW | Sharing Deep Neural Network Models with Interpretation. | Huijun Wu, Chen Wang, Jie Yin, Kai Lu, Liming Zhu |
| 2017 | CCGRID | mD3DOCKxb: An Ultra-Scalable CPU-MIC Coordinated Virtual Screening Framework. | Shaoliang Peng, Xiaoyu Zhang, Shunyun Yang, Wenhe Su, Zhiqiang Zhang, Dong Dong, Kai Lu, Yutong Lu, Xiangke Liao, Bertil Schmidt, Weiliang Zhu, Kuan-Ching Li |
| 2017 | ICONIP | Reinforcement Label Propagation Algorithm Based on History Record. | Kai Liu, Yi Zhang, Kai Lu, Xiaoping Wang, Xin Wang |
| 2017 | IJCAI | Embedding-based Representation of Categorical Data by Hierarchical Value Coupling Learning. | Songlei Jian, Longbing Cao, Guansong Pang, Kai Lu, Hang Gao |
| 2017 | ICWS | A Case for Memory Frequency Sensitivity. | Guoliang Zhu, Kai Lu, Xiaoping Wang, Yiming Zhang, Ling Liu |
| 2017 | IDEAL | Dynamic Community Detection Algorithm Based on Automatic Parameter Adjustment. | Kai Lu, Xin Wang, Xiaoping Wang |
| 2017 | VEE | Flexible Page-level Memory Access Monitoring Based on Virtualization Hardware. | Kai Lu, Wenzhe Zhang, Xiaoping Wang, Mikel Lujn, Andy Nisbet |
| 2016 | ADMA | Unified Weighted Label Propagation Algorithm Using Connection Factor. | Xin Wang, Songlei Jian, Kai Lu, Xiaoping Wang |
| 2016 | NPC | Application-Based Coarse-Grained Incremental Checkpointing Based on Non-volatile Memory. | Zhan Shi, Kai Lu, Xiaoping Wang, Wenzhe Zhang, Yiqi Wang |
| 2016 | TrustCom | Taint Reverse Propagation for Analysis of Privacy Leak. | Xinglu He, Kai Lu, Gen Li |
| 2016 | TrustCom | StageFS: A Parallel File System Optimizing Metadata Performance for SSD Based Clusters. | Huijun Wu, Liming Zhu, Kai Lu, Gen Li, Dongyao Wu |
| 2015 | HPCC | Efficiently Trigger Data Races through Speculative Execution. | Zhendong Wu, Kai Lu, Xiaoping Wang |
| 2015 | ICA3PP | Identifying Repeated Interleavings to Improve the Efficiency of Concurrency Bug Detection. | Zhendong Wu, Kai Lu, Xiaoping Wang |
| 2015 | PDP | RaceChecker: Efficient Identification of Harmful Data Races. | Kai Lu, Zhendong Wu, Xiaoping Wang, Chen Chen, Xu Zhou |
| 2015 | SIGIR | Exploiting User and Business Attributes for Personalized Business Recommendation. | Kai Lu, Yi Zhang, Lanbo Zhang, Shuxin Wang |
| 2014 | APWEB | Query Dependent Time-Sensitive Ranking Model for Microblog Search. | Shuxin Wang, Kai Lu, Xiao Lu, Bin Wang |
| 2014 | DASC | Enhancing the Security of Parallel Programs via Reducing Scheduling Space. | Xu Zhou, Gen Li, Kai Lu, Shuangxi Wang |
| 2014 | HPCC | Online Taint Propagation Analysis with Precise Pointer-to Analysis for Detecting Bugs in Binaries. | Gen Li, Ying Zhang, Shuangxi Wang, Kai Lu |
| 2014 | ICCCN | An efficient outdoor localization method for smartphones. | Anhua Lin, Jianzhong Zhang, Kai Lu, Wen Zhang |
| 2014 | ICPR | Approximate Maximum Common Sub-graph Isomorphism Based on Discrete-Time Quantum Walk. | Kai Lu, Yi Zhang, Kai Xu, Yinghui Gao, Richard C. Wilson |
| 2014 | PPoPP | Efficient deterministic multithreading without global barriers. | Kai Lu, Xu Zhou, Tom Bergan, Xiaoping Wang |
| 2013 | PPoPP | RaceFree: an efficient multi-threading model for determinism. | Kai Lu, Xu Zhou, Xiaoping Wang, Wenzhe Zhang, Gen Li |
| 2012 | CloudCom | Self-adaptive management of the sleep depths of idle nodes in large scale systems to balance between energy consumption and response times. | Yongpeng Liu, Hong Zhu, Kai Lu, Xiaoping Wang |
| 2012 | NPC | dMPI: Facilitating Debugging of MPI Programs via Deterministic Message Passing. | Xu Zhou, Kai Lu, Xicheng Lu, Xiaoping Wang, Baohua Fan |
| 2010 | CLUSTER | Adaptive Optimization for Petascale Heterogeneous CPU/GPU Computing. | Canqun Yang, Feng Wang, Yunfei Du, Juan Chen, Jie Liu, Huizhan Yi, Kai Lu |
| 2010 | PODC | Brief announcement: NUMA-aware transactional memory. | Kai Lu, Ruibo Wang, Xicheng Lu |
| 2009 | CLUSTER | Two-phase conflict detection for transactional memory on clusters. | Ruibo Wang, Kai Lu, Xicheng Lu |
| 2009 | HPDC | Investigating transactional memory performance on ccNUMA machines. | Ruibo Wang, Kai Lu, Xicheng Lu |
| 2009 | ICICS | Architecture- and OS-Independent Binary-Level Dynamic Test Generation. | Gen Li, Kai Lu, Ying Zhang, Xicheng Lu, Wei Zhang |
| 2007 | CSCWD | An Algorithm Combining Graph-Reduction and Graph-Search for Workflow Graphs Verification. | Kai Lu, Qiang Liu |
| 2007 | ISPDC | A Hybrid Policy for Job Scheduling and Load Balancing in Heterogeneous Computational Grids. | Kai Lu, Albert Y. Zomaya |
| 2006 | GPC | Towards Decentralized Load Balancing in a Computational Grid Environment. | Kai Lu, Riky Subrata, Albert Y. Zomaya |
| 2006 | IPCCC | An efficient load balancing algorithm for heterogeneous grid systems considering desirability of grid sites. | Kai Lu, Riky Subrata, Albert Y. Zomaya |
| 2003 | CLUSTER | Dynamic Self-Adaptive Replica Location Method in Data Grids. | Dongsheng Li, Nong Xiao, Xicheng Lu, Yijie Wang, Kai Lu |