| 2025 | CGO | CuAsmRL: Optimizing GPU SASS Schedules via Deep Reinforcement Learning. | Guoliang He, Eiko Yoneki |
| 2025 | EMNLP | PromptKeeper: Safeguarding System Prompts for LLMs. | Zhifeng Jiang, Zhihua Jin, Guoliang He |
| 2025 | ICML | Demystifying Cost-Efficiency in LLM Serving over Heterogeneous GPUs. | Youhe Jiang, Fangcheng Fu, Xiaozhe Yao, Guoliang He, Xupeng Miao, Ana Klimovic, Bin Cui, Binhang Yuan, Eiko Yoneki |
| 2023 | EuroSys | MCTS-GEB: Monte Carlo Tree Search is a Good E-graph Builder. | Guoliang He, Zak Singh, Eiko Yoneki |
| 2016 | DEXA | A Reverse Nearest Neighbor Based Active Semi-supervised Learning Method for Multivariate Time Series Classification. | Yifei Li, Guoliang He, Xuewen Xia, Yuanxiang Li |
| 2015 | ICONIP | Computing Skyline Probabilities on Uncertain Time Series. | Guoliang He, Lu Chen, Zhijie Li, Qiaoxian Zheng, Yuanxiang Li |
| 2015 | ICTAI | Active Learning for Multivariate Time Series Classification with Positive Unlabeled Data. | Guoliang He, Yong Duan, Yifei Li, Tieyun Qian, Jinrong He, Xiangyang Jia |
| 2014 | DEXA | Early Classification on Multivariate Time Series with Core Features. | Guoliang He, Yong Duan, Guofu Zhou, Lingling Wang |
| 2014 | SIGIR | Co-training on authorship attribution with very fewlabeled examples: methods vs. views. | Tieyun Qian, Bing Liu, Ming Zhong, Guoliang He |
| 2013 | ADMA | Detecting Professional Spam Reviewers. | Junlong Huang, Tieyun Qian, Guoliang He, Ming Zhong, Qingxi Peng |
| 2013 | CIKM | Early prediction on imbalanced multivariate time series. | Guoliang He, Yong Duan, Tieyun Qian, Xu Chen |
| 2010 | CEC | Design of digital FIR filters using differential evolution algorithm based on reserved genes. | Gang Liu, Yuanxiang Li, Guoliang He |
| 2009 | CloudCom | One Program Model for Cloud Computing. | Guofu Zhou, Guoliang He |
| 2009 | GECCO | Intrinsic evolution of digital circuits using evolutionary algorithms. | Guoliang He, Yuanxiang Li, Zhongzhi Shi, Ting Hu |
| 2009 | HPCC | Automated Design of Logic Circuits with a Increasable Evolution Approach. | Guoliang He, Naixue Xiong, Athanasios V. Vasilakos, Yuanxiang Li, Zhongzhi Shi |
| 2006 | CEC | Biclustering of Gene Expression Data Using EDA-GA Hybrid. | Feng Liu, Huaibei Zhou, Juan Liu, Guoliang He |