| 2026 | CGO | Proton: Towards Multi-level, Adaptive Profiling for Triton. | Keren Zhou, Tianle Zhong, Hao Wu, Jihyeong Lee, Yue Guan, Yufei Ding, Corbin Robeck, Yuanwei Fang, Jeff Niu, Philippe Tillet |
| 2026 | ISCA | Patterns Behind Chaos: Forecasting Data Movement for Efficient Large-Scale Moe LLM Inference. | Zhongkai Yu, Yue Guan, Zihao Yu, Chenyang Zhou, Zhengding Hu, Shuyi Pei, Yangwook Kang, Yufei Ding, Po-An Tsai |
| 2025 | HPCA | VQ-LLM: High-performance Code Generation for Vector Quantization Augmented LLM Inference. | Zihan Liu, Xinhao Luo, Junxian Guo, Wentao Ni, Yangjie Zhou, Yue Guan, Cong Guo, Weihao Cui, Yu Feng, Minyi Guo, Yuhao Zhu, Minjia Zhang, Chen Jin, Jingwen Leng |
| 2025 | HPCA | M-ANT: Efficient Low-bit Group Quantization for LLMs via Mathematically Adaptive Numerical Type. | Weiming Hu, Haoyan Zhang, Cong Guo, Yu Feng, Renyang Guan, Zhendong Hua, Zihan Liu, Yue Guan, Minyi Guo, Jingwen Leng |
| 2025 | ICIS | How to Design Serendipity for Burnout Mitigation? A Serendipity-Oriented Recommender System and Field Experiment. | Yumei He, Yue Guan, Ao Huang, Nina Huang |
| 2025 | ICML | An Efficient Private GPT Never Autoregressively Decodes. | Zhengyi Li, Yue Guan, Kang Yang, Yu Feng, Ning Liu, Yu Yu, Jingwen Leng, Minyi Guo |
| 2025 | OSDI | WLB-LLM: Workload-Balanced 4D Parallelism for Large Language Model Training. | Zheng Wang, Anna Cai, Xinfeng Xie, Zaifeng Pan, Yue Guan, Weiwei Chu, Jie Wang, Shikai Li, Jianyu Huang, Chris Cai, Yuchen Hao, Yufei Ding |
| 2025 | OSDI | KPerfIR: Towards a Open and Compiler-centric Ecosystem for GPU Kernel Performance Tooling on Modern AI Workloads. | Yue Guan, Yuanwei Fang, Keren Zhou, Corbin Robeck, Manman Ren, Zhongkai Yu, Yufei Ding, Adnan Aziz |
| 2025 | SOSP | Mercury: Unlocking Multi-GPU Operator Optimization for LLMs via Remote Memory Scheduling. | Yue Guan, Xinwei Qiang, Zaifeng Pan, Daniels Johnson, Yuanwei Fang, Keren Zhou, Yuke Wang, Wanlu Li, Yufei Ding, Adnan Aziz |
| 2024 | AAAI | Zero-Sum Games between Mean-Field Teams: Reachability-Based Analysis under Mean-Field Sharing. | Yue Guan, Mohammad Afshari, Panagiotis Tsiotras |
| 2024 | ASPLOS | Amanda: Unified Instrumentation Framework for Deep Neural Networks. | Yue Guan, Yuxian Qiu, Jingwen Leng, Fan Yang, Shuo Yu, Yunxin Liu, Yu Feng, Yuhao Zhu, Lidong Zhou, Yun Liang, Chen Zhang, Chao Li, Minyi Guo |
| 2024 | ASPLOS | Fractal: Joint Multi-Level Sparse Pattern Tuning of Accuracy and Performance for DNN Pruning. | Yue Guan, Changming Yu, Yangjie Zhou, Jingwen Leng, Chao Li, Minyi Guo |
| 2023 | Middleware | CNN-BiLSTM-Based Classification of RPL Attacks in IoT Smart Grid Networks (Industry Track). | Yue Guan, Morteza Noferesti, Naser Ezzati-Jivan |
| 2023 | WoWMoM | MAPPO-Based Cooperative UAV Trajectory Design with Long-Range Emergency Communications in Disaster Areas. | Yue Guan, Sai Zou, Kai Li, Wei Ni, Bochun Wu |
| 2022 | AAAI | Block-Skim: Efficient Question Answering for Transformer. | Yue Guan, Zhengyi Li, Zhouhan Lin, Yuhao Zhu, Jingwen Leng, Minyi Guo |
| 2022 | ACL | Transkimmer: Transformer Learns to Layer-wise Skim. | Yue Guan, Zhengyi Li, Jingwen Leng, Zhouhan Lin, Minyi Guo |
| 2022 | ICS | PAME: precision-aware multi-exit DNN serving for reducing latencies of batched inferences. | Shulai Zhang, Weihao Cui, Quan Chen, Zhengnian Zhang, Yue Guan, Jingwen Leng, Chao Li, Minyi Guo |
| 2022 | Middleware | Deep learning driven anomaly based intrusion detection system for IoT: poster abstract. | Yue Guan, Naser Ezzati-Jivan |
| 2021 | IJCAI | Learning Nash Equilibria in Zero-Sum Stochastic Games via Entropy-Regularized Policy Approximation. | Yue Guan, Qifan Zhang, Panagiotis Tsiotras |
| 2021 | IWCMC | Joint Access Selection and Bandwidth Allocation Methods: Evolutionary Game. | Mi Zhou, Yue Guan, Kaicheng Niu, Mohammad Hayajneh, Chaouki T. Abdallah |
| 2020 | COLING | How Far Does BERT Look At: Distance-based Clustering and Analysis of BERT's Attention. | Yue Guan, Jingwen Leng, Chao Li, Quan Chen, Minyi Guo |
| 2020 | ICPADS | Secure and Verifiable Data Access Control Scheme With Policy Update and Computation Outsourcing for Edge Computing. | Yue Guan, Songtao Guo, Pan Li, Yuanyuan Yang |
| 2020 | PACLIC | Research on Prosody of Collaborative Construction in Mandarin Conversation. | Yue Guan |
| 2020 | SC | Accelerating sparse DNN models without hardware-support via tile-wise sparsity. | Cong Guo, Bo Yang Hsueh, Jingwen Leng, Yuxian Qiu, Yue Guan, Zehuan Wang, Xiaoying Jia, Xipeng Li, Minyi Guo, Yuhao Zhu |
| 2019 | EUSFLAT | Modeling Implicit Feedback and Latent Visual Features for Machine-Learning Based Recommendation. | Yue Guan, Qiang Wei, Guoqing Chen, Xunhua Guo |
| 2019 | ICCV | Geometry Normalization Networks for Accurate Scene Text Detection. | Jiaqi Duan, Youjiang Xu, Zhanghui Kuang, Xiaoyu Yue, Hongbin Sun, Yue Guan, Wayne Zhang |
| 2019 | ICIS | The Dark Side of Images: Effect of Customer Generated Images on Product Assessment. | Yue Guan, Yong Tan, Qiang Wei, Guoqing Chen |
| 2017 | ICVS | A Method for Improving Target Tracking Accuracy of Vehicle Radar. | Yue Guan, Shanshan Feng, Haibo Huang, Liguo Chen |
| 2017 | IECON | Research on a novel single-phase forward-mode five-level inverter and control strategy. | Kunshan Gong, Lei Li, Yang Gao, Yue Guan |
| 2017 | IECON | DC-link capacitor voltage balancing in five-level neutral point clamped Inverters using space vector modulation. | Yue Guan, Lei Li |
| 2017 | IECON | Research on the control strategies of the novel flyback three-level inverters. | Wei Guo, Lei Li, Kunshan Gong, Yue Guan |
| 2015 | IECON | Novel family of forward mode three-level direct AC converters. | Lei Li, Yue Guan, Aihua Ma, He Shi, Kai Yao, Jianhu Yan, Lili Fan |
| 2013 | MMM | Robust Detection and Localization of Human Action in Video. | Haojie Li, Fuming Sun, Yue Guan |
| 2013 | MMM | DUT-WEBV: A Benchmark Dataset for Performance Evaluation of Tag Localization for Web Video. | Haojie Li, Lei Yi, Yue Guan, Hao Zhang |
| 2011 | ICML | A Unified Probabilistic Model for Global and Local Unsupervised Feature Selection. | Yue Guan, Jennifer G. Dy, Michael I. Jordan |