| 2026 | AAAI | UNO! UNified Offline Training Paradigm for Learning Path Recommendation. | Linzhi Peng, Wentao Zhu, Ke Cheng, Heng Chang, Junchen Ye, Bowen Du, Weifeng Lv |
| 2026 | AAAI | Differentially Private Subspace Fine-Tuning for Large Language Models. | Lele Zheng, Xiang Wang, Tao Zhang, Yang Cao, Ke Cheng, Yulong Shen |
| 2026 | ACL | From Implicit Graph Encoding to Explicit Evidence: A Training-Free LLM Framework for Temporal Knowledge Graph Reasoning. | Guo Tang, Ke Cheng, Huiming Fan, Heng Chang, Wenxiang Zheng, Xianhao Ou, Junjia Xiang, Ming Liu, Yujun Zhou, Li Lanyu, Bing Qin |
| 2026 | ACL | DP³: Differentially Private Prompt Perturbation for Multi-turn LLM Inference. | Lele Zheng, Chao Zhang, Feiyang Yuan, Ke Cheng, Tao Zhang, Anxiao Song, Yulong Shen |
| 2026 | ASPDAC | DRLPlace: A Deep Reinforcement Learning-based Irregular and High-Density Printed Circuit Board Placement Method. | Lei Cai, Ke Cheng, Jixin Zhang, Haiyun Li, Zhiwei Ye |
| 2026 | WSDM | RPE4Rec: Enhancing Dynamic Node Retrieval with Efficient Relative Position Encoding for Recommendation Systems. | Ke Cheng, Heng Chang, Pengyang Wang, Liang Gu, Jiandong Ding, Yi Cao, Junchen Ye, Bowen Du |
| 2025 | CCS | Mosformer: Maliciously Secure Three-Party Inference Framework for Large Transformers. | Ke Cheng, Yuheng Xia, Anxiao Song, Jiaxuan Fu, Wenjie Qu, Yulong Shen, Jiaheng Zhang |
| 2025 | ICICS | Secure Guard: A Semantic-Based Jailbreak Prompt Detection Framework for Protecting Large Language Models. | Sixin Fang, Ke Cheng, Jixin Zhang, Zheng Qin, Mingwu Zhang |
| 2025 | ICLR | CAKE: Cascading and Adaptive KV Cache Eviction with Layer Preferences. | Ziran Qin, Yuchen Cao, Mingbao Lin, Wen Hu, Shixuan Fan, Ke Cheng, Weiyao Lin, Jianguo Li |
| 2025 | INFOCOM | A Generic and Efficient Communication Framework for Message-Level In-Network Computing. | Xinchen Wan, Luyang Li, Han Tian, Xudong Liao, Xinyang Huang, Chaoliang Zeng, Zilong Wang, Xinyu Yang, Ke Cheng, Qingsong Ning, Guyue Liu, Layong Luo, Kai Chen |
| 2025 | IECON | Operation Principle of T-Type Transformerless Modular Multilevel DC-DC Converters Under Quasi-Square Wave Modulation for HVDC Grids. | Yipeng Su, Hao Zhang, Ke Cheng, Heya Yang, Xin Xiang, Chushan Li, Wuhua Li, Xiangning He |
| 2025 | KDD | On the Scalability of Temporal Relative Positional Encoding for Dynamic Link Prediction. | Ke Cheng, Linzhi Peng, Pengyang Wang, Heng Chang, Junchen Ye, Bowen Du |
| 2025 | RAID | Guard-GBDT: Efficient Privacy-Preserving Approximated GBDT Training on Vertical Dataset. | Anxiao Song, Shujie Cui, Jianli Bai, Ke Cheng, Yulong Shen, Giovanni Russello |
| 2025 | WWW | SCOOT: SLO-Oriented Performance Tuning for LLM Inference Engines. | Ke Cheng, Zhi Wang, Wen Hu, Tiannuo Yang, Jianguo Li, Sheng Zhang |
| 2024 | ESORICS | Private Decision Tree Evaluation with Malicious Security via Function Secret Sharing. | Jiaxuan Fu, Ke Cheng, Yuheng Xia, Anxiao Song, Qianxing Li, Yulong Shen |
| 2024 | ICASSP | Securely and Efficiently Outsourcing Neural Network Inference via Parallel MSB Extraction. | Xin Liu, Ning Xi, Ke Cheng, Jiaxuan Fu, Xinghui Zhu, Yulong Shen, Jianfeng Ma |
| 2024 | INFOCOM | AdaStreamer: Machine-Centric High-Accuracy Multi-Video Analytics with Adaptive Neural Codecs. | Andong Zhu, Sheng Zhang, Ke Cheng, Xiaohang Shi, Zhuzhong Qian, Sanglu Lu |
| 2024 | INFOCOM | Crucio: End-to-End Coordinated Spatio-Temporal Redundancy Elimination for Fast Video Analytics. | Andong Zhu, Sheng Zhang, Xiaohang Shi, Ke Cheng, Hesheng Sun, Sanglu Lu |
| 2024 | ICWS | Enabling Efficient Batch Serving for LMaaS via Generation Length Prediction. | Ke Cheng, Wen Hu, Zhi Wang, Peng Du, Jianguo Li, Sheng Zhang |
| 2024 | KDD | DyGKT: Dynamic Graph Learning for Knowledge Tracing. | Ke Cheng, Linzhi Peng, Pengyang Wang, Junchen Ye, Leilei Sun, Bowen Du |
| 2024 | KDD | Co-Neighbor Encoding Schema: A Light-cost Structure Encoding Method for Dynamic Link Prediction. | Ke Cheng, Linzhi Peng, Junchen Ye, Leilei Sun, Bowen Du |
| 2024 | OSDI | Fast and Scalable In-network Lock Management Using Lock Fission. | Hanze Zhang, Ke Cheng, Rong Chen, Haibo Chen |
| 2023 | IWQoS | OSCA: Online User-managed Server Selection and Configuration Adaptation for Interactive MAR. | Xiaohang Shi, Sheng Zhang, Ke Cheng, Yu Chen, Andong Zhu, Sanglu Lu |
| 2023 | NSDI | SRNIC: A Scalable Architecture for RDMA NICs. | Zilong Wang, Layong Luo, Qingsong Ning, Chaoliang Zeng, Wenxue Li, Xinchen Wan, Peng Xie, Tao Feng, Ke Cheng, Xiongfei Geng, Tianhao Wang, Weicheng Ling, Kejia Huo, Pingbo An, Kui Ji, Shideng Zhang, Bin Xu, Ruiqing Feng, Tao Ding, Kai Chen, Chuanxiong Guo |
| 2022 | AAAI | Towards Fully Sparse Training: Information Restoration with Spatial Similarity. | Weixiang Xu, Xiangyu He, Ke Cheng, Peisong Wang, Jian Cheng |
| 2022 | ECCV | MENet: A Memory-Based Network with Dual-Branch for Efficient Event Stream Processing. | Linhui Sun, Yifan Zhang, Ke Cheng, Jian Cheng, Hanqing Lu |
| 2021 | CSCWD | A Blockchain-based Crowdsourcing System for Large Scale Environmental Data Acquisition. | Ke Cheng, Siyi Quan, Jiaqi Yan |
| 2021 | SDM | EduHawkes: A Neural Hawkes Process Approach for Online Study Behavior Modeling. | Lu Jiang, Pengyang Wang, Ke Cheng, Kunpeng Liu, Minghao Yin, Bo Jin, Yanjie Fu |
| 2020 | CIKM | Partial Relationship Aware Influence Diffusion via a Multi-channel Encoding Scheme for Social Recommendation. | Bo Jin, Ke Cheng, Liang Zhang, Yanjie Fu, Minghao Yin, Lu Jiang |
| 2020 | CVPR | Skeleton-Based Action Recognition With Shift Graph Convolutional Network. | Ke Cheng, Yifan Zhang, Xiangyu He, Weihan Chen, Jian Cheng, Hanqing Lu |
| 2020 | ECCV | Decoupling GCN with DropGraph Module for Skeleton-Based Action Recognition. | Ke Cheng, Yifan Zhang, Congqi Cao, Lei Shi, Jian Cheng, Hanqing Lu |
| 2020 | ECCV | ProxyBNN: Learning Binarized Neural Networks via Proxy Matrices. | Xiangyu He, Zitao Mo, Ke Cheng, Weixiang Xu, Qinghao Hu, Peisong Wang, Qingshan Liu, Jian Cheng |
| 2020 | ICDM | Fast Sparse Connectivity Network Adaption via Meta-Learning. | Bo Jin, Ke Cheng, Yue Qu, Liang Zhang, Keli Xiao, Xinjiang Lu, Xiaopeng Wei |
| 2020 | ICPR | Motion Complementary Network for Efficient Action Recognition. | Ke Cheng, Yifan Zhang, Chenghua Li, Jian Cheng, Hanqing Lu |
| 2020 | INFOCOM | A Lightweight Auction Framework for Spectrum Allocation with Strong Security Guarantees. | Ke Cheng, Liangmin Wang, Yulong Shen, Yangyang Liu, Yongzhi Wang, Lele Zheng |
| 2019 | CCS | Flexibly and Securely Shape Your Data Disclosed to Others. | Qing-Qing Xie, Yantian Hou, Ke Cheng, Gaby G. Dagher, Liangmin Wang, Shucheng Yu |
| 2019 | INFOCOM | Strongly Secure and Efficient Range Queries in Cloud Databases under Multiple Keys. | Ke Cheng, Yulong Shen, Yongzhi Wang, Liangmin Wang, Jianfeng Ma, Xionghong Jiang, Cuicui Su |
| 2019 | INFOCOM | CFHider: Control Flow Obfuscation with Intel SGX. | Yongzhi Wang, Yulong Shen, Cuicui Su, Ke Cheng, Yibo Yang, Anter Faree, Yao Liu |
| 2019 | MICCAI | Patch Transformer for Multi-tagging Whole Slide Histopathology Images. | Weijian Li, Viet-Duy Nguyen, Haofu Liao, Matt Wilder, Ke Cheng, Jiebo Luo |
| 2018 | CCS | Secure Similar Sequence Query on Outsourced Genomic Data. | Ke Cheng, Yantian Hou, Liangmin Wang |
| 2018 | ICSE | Obfuscating program control flow with Intel SGX. | Yongzhi Wang, Yulong Shen, Ke Cheng, Yibo Yang, Cuicui Su, Anter Faree |