Publication OPPerTune: Post-Deployment Configuration Tuning of Services Made Easy Gagan Somashekar, Karan Tandon, Anush Kini, Chieh-Chun Chang, Petr Husak, Ranjita Bhagwan, Mayukh Das, Anshul Gandhi, Nagarajan Natarajan NSDI 2024 | April 2024 Github Project Project
Publication Supermodular Approximation of Norms and Applications Thomas Kesselheim, Marco Molinaro, Sahil Singla 2024 Symposium on the Theory of Computing | April 2024
Publication Lipschitz Selectors May Not Yield Competitive Algorithms for Convex Body Chasing C. Argue, Anupam Gupta, Marco Molinaro April 2024
Publication Discovering Communication Pattern Shifts in Large-Scale Labeled Networks Using Encoder Embedding and Vertex Dynamics Cencheng Sheng, Jonathan Larson, Ha Trinh, Xihan Qin, Youngser Park, Carey E. Priebe IEEE Transactions on Network Science and Engineering | March 2024
Publication FeatUp: A Model-Agnostic Framework for Features at Any Resolution Mark Hamilton ICLR 2024 | March 2024
Publication Differentially Private Training of Mixture of Experts Models Pierre Tholoniat, Huseyin A. Inan, Janardhan (Jana) Kulkarni, Robert Sim PPAI-24: The 5th AAAI Workshop on Privacy-Preserving Artificial Intelligence | February 2024 Project
Publication Revisiting VAE for Unsupervised Time Series Anomaly Detection: A Frequency Perspective Zexin Wang, Changhua Pei, Minghua Ma, Xin Wang, Zhihan Li, Dan Pei, Saravan Rajmohan, Dongmei Zhang, Qingwei Lin 林庆维, Haiming Zhang, Jianhui Li, Gaogang Xie TheWebConf’24 | February 2024
Publication Xpert: Empowering Incident Management with Query Recommendations via Large Language Models Yuxuan Jiang, Chaoyun Zhang, Shilin He, Zhihao Yang, Minghua Ma, Si Qin, Yu Kang, Yingnong Dang, Saravan Rajmohan, Qingwei Lin 林庆维, Dongmei Zhang ICSE 2024 | February 2024 Project Project
Publication UniLog: Automatic Logging via LLM and In-Context Learning Junjielong Xu, Ziang Cui, Yuan Zhao, Xu Zhang, Shilin He, Pinjia He, Liqun Li, Yu Kang, Qingwei Lin 林庆维, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang ICSE 2024 | February 2024 Project Project
Dataset Source Code Algorithms to Handle Signal Delay in Deep Reinforcement Learning Algorithms to Handle Signal Delay in Deep Reinforcement Learning aims to address the problem of signal delay in continuous robotic control. Signal delay occurs when there is a lag between an agent’s perception of the… GitHub Publication
