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 Closed-Form Bounds for DP-SGD against Record-level Inference Giovanni Cherubin, Boris Köpf, Andrew Paverd, Shruti Tople, Lukas Wutschitz, Santiago Zanella-Béguelin USENIX Security Symposium | August 2024 Project
Publication Can Large Language Models Transform Natural Language Intent into Formal Method Postconditions? Madeline Endres, Sarah Fakhoury, Saikat Chakraborty, Shuvendu Lahiri The ACM International Conference on the Foundations of Software Engineering (FSE) | July 2024 https://2024.esec-fse.org/details/fse-2024-research-papers/51/Can-Large-Language-Models-Transform-Natural-Language-Intent-into-Formal-Method-Postco Project
Publication X-lifecycle Learning for Cloud Incident Management using LLMs Drishti Goel, Fiza Husain, Aditya Singh, Supriyo GHOSH, A. Parayil, Chetan Bansal, Xuchao Zhang, Saravan Rajmohan Foundations of Software Engineering (FSE) | July 2024
Publication Automated Root Causing of Cloud Incidents using In-Context Learning with GPT-4 Xuchao Zhang, Supriyo GHOSH, Chetan Bansal, Rujia Wang, Minghua Ma, Yu Kang, Saravan Rajmohan Foundations of Software Engineering (FSE) | 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 Statistic Maximal Leakage Shuaiqi Wang, Zinan Lin, Giulia Fanti July 2024 ISIT 2024 Project
Publication CORE: Resolving Code Quality Issues using LLMs Nalin Wadhwa, Jui Pradhan, Atharv Sonwane, Surya Prakash Sahu, Nagarajan Natarajan, Aditya Kanade (kanadeaditya), Suresh Parthasarathy (supartha), Sriram Rajamani (sriram) FSE | July 2024