| 2025 | ASPLOS | Mint: Cost-Efficient Tracing with All Requests Collection via Commonality and Variability Analysis. | Haiyu Huang, Cheng Chen, Kunyi Chen, Pengfei Chen, Guangba Yu, Zilong He, Yilun Wang, Huxing Zhang, Qi Zhou |
| 2025 | ICIP | Enhancing Visual Question Answering Via Clustered In-Context Sequence Configuration. | Zilong He, Yijun Pan, Hebei Li, Feipeng Ma, Yansong Peng, Siying Wu, Xiaoyan Sun |
| 2025 | ICRA | Online Waypoint Recognition of Controlled Agents in Uncertain Environments. | Jia Guo, Sushrut Surve, Zilong He, Silvia Ferrari, Sarah Keren |
| 2025 | IROS | Action Recognition for Underwater Gesture Communication in Human Diver and Robot Teaming. | Zi-Hao Zhang, E. Baker Herrin, Jia Guo, Aditya Penumarti, Zilong He, Andres Pulido, Jane Shin |
| 2025 | SRDS | CloudHeal: A Lightweight Online Learning Based Self-Healing Framework for Cloud-Native Systems. | Junquan Yi, Zilong He, Wanqi Yang, Pengfei Chen |
| 2024 | CVPR | Task Navigator: Decomposing Complex Tasks for Multimodal Large Language Models. | Feipeng Ma, Yizhou Zhou, Yueyi Zhang, Siying Wu, Zheyu Zhang, Zilong He, Fengyun Rao, Xiaoyan Sun |
| 2024 | DSN | Real-Time Intrusion Detection and Prevention with Neural Network in Kernel Using eBPF. | Junyu Zhang, Pengfei Chen, Zilong He, Hongyang Chen, Xiaoyun Li |
| 2024 | ICECCS | DashChef: A Metric Recommendation Service for Online Systems Using Graph Learning. | Zilong He, Tao Huang, Pengfei Chen, Ruipeng Li, Rui Wang, Zibin Zheng |
| 2024 | ISSRE | FaaSRCA: Full Lifecycle Root Cause Analysis for Serverless Applications. | Jin Huang, Pengfei Chen, Guangba Yu, Yilun Wang, Haiyu Huang, Zilong He |
| 2024 | TrustCom | Learning Robust and Repeatable Physical Camouflage for Aerial Object Detectors. | Zilong He, Hua Zhang |
| 2023 | ICPP | MARS: Fault Localization in Programmable Networking Systems with Low-cost In-Band Network Telemetry. | Benran Wang, Hongyang Chen, Pengfei Chen, Zilong He, Guangba Yu |
| 2023 | ICPP | DeepPower: Deep Reinforcement Learning based Power Management for Latency Critical Applications in Multi-core Systems. | Jingrun Zhang, Guangba Yu, Zilong He, Liang Ai, Pengfei Chen |
| 2023 | IWQoS | MARS: Fault Localization in Programmable Networking Systems with Low-cost In-Band Network Telemetry. | Benran Wang, Hongyang Chen, Pengfei Chen, Zilong He, Guangba Yu |
| 2022 | DSN | Active-MTSAD: Multivariate Time Series Anomaly Detection With Active Learning. | Wenlu Wang, Pengfei Chen, Yibin Xu, Zilong He |
| 2022 | ICWS | TS-InvarNet: Anomaly Detection and Localization based on Tempo-spatial KPI Invariants in Distributed Services. | Zijun Hu, Pengfei Chen, Guangba Yu, Zilong He, Xiaoyun Li |
| 2022 | ISSRE | Share or Not Share? Towards the Practicability of Deep Models for Unsupervised Anomaly Detection in Modern Online Systems. | Zilong He, Pengfei Chen, Tao Huang |
| 2022 | WCNC | Deep Reinforcement Learning Based Beamforming for Throughput Maximization in Ultra-Dense Networks. | Huihan Yu, Yang Xiao, Jiawei Wu, Zilong He, Fang Liu, Jun Liu |
| 2020 | ISSRE | SwissLog: Robust and Unified Deep Learning Based Log Anomaly Detection for Diverse Faults. | Xiaoyun Li, Pengfei Chen, Linxiao Jing, Zilong He, Guangba Yu |