| 2026 | MMSys | Atom: Efficient On-Device Video-Language Pipelines Through Modular Reuse. | Kunjal Panchal, Saayan Mitra, Somdeb Sarkhel, Haoliang Wang, Ishita Dasgupta, Gang Wu, Hui Guan |
| 2026 | PacificVis | A Four-Stage Framework of Visual Complexity and Trust as Mediated by Effort. | Kylie R. Lin, Hui Guan, David N. Rapp, Cindy Xiong Bearfield |
| 2026 | SENSYS | WildFiT: Autonomous In-Situ Model Adaptation for Resource-Constrained IoT Systems. | Mohammad Mehdi Rastikerdar, Jin Huang, Hui Guan, Deepak Ganesan |
| 2025 | ARITH | An Empirical Study of Microscaling Formats for Low-Precision LLM Training. | Hanmei Yang, Summer Deng, Amit Nagpal, Maxim Naumov, Mohammad Janani, Tongping Liu, Hui Guan |
| 2025 | CHI | Unpacking Negative Feelings and Perceptual Gaps About Social Interactions with Conversational AI. | Hui Guan, Jack Jamieson, Ge Gao, Naomi Yamashita |
| 2025 | CHI | What Makes a Visualization Visually Complex? | Kylie R. Lin, Sean Sheng-tse Ru, David N. Rapp, Hui Guan, Cindy Xiong Bearfield |
| 2024 | ASPLOS | Proteus: A High-Throughput Inference-Serving System with Accuracy Scaling. | Sohaib Ahmad, Hui Guan, Brian D. Friedman, Thomas Williams, Ramesh K. Sitaraman, Thomas Y. C. Woo |
| 2024 | EuroSys | GMorph: Accelerating Multi-DNN Inference via Model Fusion. | Qizheng Yang, Tianyi Yang, Mingcan Xiang, Lijun Zhang, Haoliang Wang, Marco Serafini, Hui Guan |
| 2024 | HPDC | Loki: A System for Serving ML Inference Pipelines with Hardware and Accuracy Scaling. | Sohaib Ahmad, Hui Guan, Ramesh K. Sitaraman |
| 2024 | Mobisys | CACTUS: Dynamically Switchable Context-aware micro-Classifiers for Efficient IoT Inference. | Mohammad Mehdi Rastikerdar, Jin Huang, Shiwei Fang, Hui Guan, Deepak Ganesan |
| 2023 | ICML | Automatically marginalized MCMC in probabilistic programming. | Jinlin Lai, Javier Burroni, Hui Guan, Daniel Sheldon |
| 2023 | ICML | Flash: Concept Drift Adaptation in Federated Learning. | Kunjal Panchal, Sunav Choudhary, Subrata Mitra, Koyel Mukherjee, Somdeb Sarkhel, Saayan Mitra, Hui Guan |
| 2023 | MOBICOM | Re-thinking computation offload for efficient inference on IoT devices with duty-cycled radios. | Jin Huang, Hui Guan, Deepak Ganesan |
| 2022 | CGO | Enabling Near Real-Time NLU-Driven Natural Language Programming through Dynamic Grammar Graph-Based Translation. | Zifan Nan, Xipeng Shen, Hui Guan |
| 2021 | CC | Deep NLP-based co-evolvement for synthesizing code analysis from natural language. | Zifan Nan, Hui Guan, Xipeng Shen, Chunhua Liao |
| 2021 | ICDM | Recurrent Neural Networks Meet Context-Free Grammar: Two Birds with One Stone. | Hui Guan, Umana Chaudhary, Yuanchao Xu, Lin Ning, Lijun Zhang, Xipeng Shen |
| 2021 | ICS | NumaPerf: predictive NUMA profiling. | Xin Zhao, Jin Zhou, Hui Guan, Wei Wang, Xu Liu, Tongping Liu |
| 2019 | ICDE | Adaptive Deep Reuse: Accelerating CNN Training on the Fly. | Lin Ning, Hui Guan, Xipeng Shen |
| 2019 | PLDI | Wootz: a compiler-based framework for fast CNN pruning via composability. | Hui Guan, Xipeng Shen, Seung-Hwan Lim |
| 2018 | ICDE | Reuse-Centric K-Means Configuration. | Hui Guan, Yufei Ding, Xipeng Shen, Hamid Krim |
| 2018 | SC | Exploring flexible communications for streamlining DNN ensemble training pipelines. | Randall Pittman, Hui Guan, Xipeng Shen, Seung-Hwan Lim, Robert M. Patton |
| 2017 | PLDI | Generalizations of the theory and deployment of triangular inequality for compiler-based strength reduction. | Yufei Ding, Lin Ning, Hui Guan, Xipeng Shen |
| 2017 | SC | Egeria: a framework for automatic synthesis of HPC advising tools through multi-layered natural language processing. | Hui Guan, Xipeng Shen, Hamid Krim |
| 2014 | COMPSAC | Reverse Engineering Web Applications for Security Mechanism Enhancement. | Hui Guan, Hongji Yang, Hossam Hakeem |
| 2014 | COMPSAC | A Framework of Patterns Applicability in Software Development. | Hossam Hakeem, Hui Guan, Hongji Yang |
| 1997 | CGI | Modifying Curvatures at Design Points for Convex B-spline Curves. | Hui Guan, Tatsuo Torii |
| 1996 | CGI | An Intuitive Approach to Convex Curve Design. | Hui Guan, Tatsuo Torii |