Publication Balance Reward and Safety Optimization for Safe Reinforcement Learning: A Perspective of Gradient Manipulation Shangding Gu, Hong Cheng, Hang Dong, Bo Qiao, Si Qin, , Qingwei Lin 林庆维 December 2024
Publication Counter-Empirical Attacking based on Adversarial Reinforcement Learning for Time-Relevant Scoring System Xiangguo Sun, Hong Cheng, Hang Dong, Bo Qiao, Si Qin, Qingwei Lin 林庆维 TKDE’24 | November 2024
Publication ProvCam: A Camera Module with Self-Contained TCB for Producing Verifiable Videos Yuxin (Myles) Liu, Zhihao Yao, Mingyi Chen, Ardalan Amiri Sani, Sharad Agarwal, Gene Tsudik MobiCom | November 2024
Publication CacheGen: Fast Context Loading for Language Model Applications via KV Cache Streaming Yuhan Liu, Hanchen Li, Yihua Cheng, Siddhant Ray, Yuyang Huang, Qizheng Zhang, Kuntai Du, Jiayi Yao, Shan Lu, Ganesh Ananthanarayanan, Michael Maire, Henry Hoffmann, Ari Holtzman, Junchen Jiang SIGCOMM | August 2024
Publication m3: Accurate Flow-Level Performance Estimation using Machine Learning Chenning Li , Arash Nasr-Esfahany, Kevin Zhao , Kimia Noorbakhsh, Prateesh Goyal, Mohammad Alizadeh, Thomas Anderson ACM SIGCOMM | August 2024
Publication Efficient Policy-Rich Rate Enforcement with Phantom Queues Ammar Tahir, Prateesh Goyal, Ilias Marinos, Mike Evans, Radhika Mittal ACM SIGCOMM | August 2024
Publication DEX: Scalable Range Indexing on Disaggregated Memory Baotong Lu, Kaisong Huang, Chieh-Jan Mike Liang, Tianzheng Wang, Eric Lo VLDB (International Conference on Very Large Data Bases) | August 2024
Publication Automatic and Efficient Customization of Neural Networks for ML Applications Yuhan Liu, Chengcheng Wan, Kuntai Du, Henry Hoffmann, Junchen Jiang, Shan Lu, Michael Maire, Shan Lu OSDI | July 2024
Publication ImDiffusion: Imputed Diffusion Models for Multivariate Time Series Anomaly Detection Yuhang Chen, C. Zhang, Minghua Ma, Yudong Liu, Ruomeng Ding, Bo Li, Shilin He, S. Rajmohan, Qingwei Lin 林庆维, Dongmei Zhang PVLDB’24 | July 2024, Vol abs/2307.00754
Publication Managing Memory Tiers with CXL in Virtualized Environments Yuhong Zhong, Daniel S. Berger, Carl Waldspurger, Ishwar Agarwal, Rajat Agarwal, Frank Hady, Karthik Kumar, Mark D. Hill, Mosharaf Chowdhury, Asaf Cidon USENIX OSDI | July 2024