| 2026 | DATE | XTree on EquiMesh: Topology and Algorithm Co-Design for Collective Communication. | Junwei Cui, Le Qin, Weilin Cai, Jiayi Huang |
| 2026 | ISCA | Mapping and Communication Optimizations with Fault Tolerance for Wafer-Scale LLM Inference. | Junwei Cui, Le Qin, Weilin Cai, Jiayi Huang |
| 2026 | SIGMETRICS | cuPTW: Leveraging Idle Compute Units for Massively Parallel GPU Page Table Walks. | Zihang Chen, Tianao Ge, Lieven Eeckhout, Hongyuan Liu, Jiayi Huang |
| 2025 | ASPLOS | MoC-System: Efficient Fault Tolerance for Sparse Mixture-of-Experts Model Training. | Weilin Cai, Le Qin, Jiayi Huang |
| 2025 | CVPR | MotionPRO: Exploring the Role of Pressure in Human MoCap and Beyond. | Shenghao Ren, Yi Lu, Jiayi Huang, Jiayi Zhao, He Zhang, Tao Yu, Qiu Shen, Xun Cao |
| 2025 | EMNLP | Rule-Guided Extraction: A Hierarchical Rule Optimization Framework for Document-Level Event Argument Extraction. | Yue Zuo, Yuxiao Fei, Wanting Ning, Jiayi Huang, Yubo Feng, Lishuang Li |
| 2025 | HPCA | Push Multicast: A Speculative and Coherent Interconnect for Mitigating Manycore CPU Communication Bottleneck. | Jiayi Huang, Yanhua Chen, Zhe Wang, Christopher J. Hughes, Yufei Ding, Yuan Xie |
| 2025 | ICML | Shortcut-connected Expert Parallelism for Accelerating Mixture of Experts. | Weilin Cai, Juyong Jiang, Le Qin, Junwei Cui, Sunghun Kim, Jiayi Huang |
| 2025 | IJCNN | Distilling Calibration via Conformalized Credal Inference. | Jiayi Huang, Sangwoo Park, Nicola Paoletti, Osvaldo Simeone |
| 2025 | ISCA | TRACI: Network Acceleration of Input-Dynamic Communication for Large-Scale Deep Learning Recommendation Model. | Guyue Huang, Hao Li, Le Qin, Jiayi Huang, Yangwook Kang, Yufei Ding, Yuan Xie |
| 2025 | ISCA | Chimera: Communication Fusion for Hybrid Parallelism in Large Language Models. | Le Qin, Junwei Cui, Weilin Cai, Jiayi Huang |
| 2025 | ISCC | Robust Multimodal Information Bottleneck for Satellite-to-Ground Task-Oriented Communication. | Jiayi Huang, Dingzhu Wen, Youlong Wu, Yuanming Shi, Ting Wang |
| 2025 | ISLPED | Optimizing Heterogeneous Compute-in-Memory with Hybrid Dataflow and In-Network Reduction for Vision Transformer. | Zexin Fu, Yihang Zuo, Yuzhe Ma, Jiayi Huang |
| 2025 | MICRO | Software Prefetch Multicast: Sharer-Exposed Prefetching for Bandwidth Efficiency in Manycore Processors. | Yanhua Chen, Jiong Feng, Zhe Wang, Christopher J. Hughes, Jiayi Huang |
| 2025 | MICRO | Optimizing All-to-All Collective Communication with Fault Tolerance on Torus Networks. | Le Qin, Junwei Cui, Weilin Cai, Meng Niu, Yan Yang, Jiayi Huang |
| 2024 | AISTATS | Horizon-Free and Instance-Dependent Regret Bounds for Reinforcement Learning with General Function Approximation. | Jiayi Huang, Han Zhong, Liwei Wang, Lin Yang |
| 2024 | DATE | An Endeavor to Industrialize Hardware Fuzzing: Automating NoC Verification in UVM. | Ruiyang Ma, Huatao Zhao, Jiayi Huang, Shijian Zhang, Guojie Luo |
| 2024 | IJCNN | Knowledge Distillation Enables Federated Learning: A Data-free Federated Aggregation Scheme. | Jiayi Huang, Yuanyuan Zhang, Renwan Bi, Jiayin Lin, Jinbo Xiong |
| 2024 | MMM | Multi-task Collaborative Network for Image-Text Retrieval. | Xueyang Qin, Lishuang Li, Jing Hao, Meiling Ge, Jiayi Huang, Guangyao Pang |
| 2023 | MICRO | ArchExplorer: Microarchitecture Exploration Via Bottleneck Analysis. | Chen Bai, Jiayi Huang, Xuechao Wei, Yuzhe Ma, Sicheng Li, Hongzhong Zheng, Bei Yu, Yuan Xie |
| 2022 | DATE | PREFENDER: A Prefetching Defender against Cache Side Channel Attacks as A Pretender. | Luyi Li, Jiayi Huang, Lang Feng, Zhongfeng Wang |
| 2021 | ISCA | Communication Algorithm-Architecture Co-Design for Distributed Deep Learning. | Jiayi Huang, Pritam Majumder, Sungkeun Kim, Abdullah Muzahid, Ki Hwan Yum, Eun Jung Kim |
| 2019 | HPCA | Active-Routing: Compute on the Way for Near-Data Processing. | Jiayi Huang, Ramprakash Reddy Puli, Pritam Majumder, Sungkeun Kim, Rahul Boyapati, Ki Hwan Yum, Eun Jung Kim |
| 2019 | SENSYS | Understanding air pollution patterns in city based on minute-level event detection: poster abstract. | Jiayi Huang, Ning Liu, Rui Ma, Xinyu Liu, Yue Wang, Lin Zhang |
| 2019 | SENSYS | Enhanced air quality inference with mobile sensing attention mechanism: poster abstract. | Ning Liu, Yue Wang, Jiayi Huang, Rui Ma, Lin Zhang |
| 2018 | SENSYS | A Hybrid Air Pollution Reconstruction by Adaptive Interpolation Method. | Min Wu, Jiayi Huang, Ning Liu, Rui Ma, Yue Wang, Lin Zhang |
| 2017 | ISCA | APPROX-NoC: A Data Approximation Framework for Network-On-Chip Architectures. | Rahul Boyapati, Jiayi Huang, Pritam Majumder, Ki Hwan Yum, Eun Jung Kim |
| 2017 | ICS | Packet coalescing exploiting data redundancy in GPGPU architectures. | Kyung Hoon Kim, Rahul Boyapati, Jiayi Huang, Yuho Jin, Ki Hwan Yum, Eun Jung Kim |