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 WaveCoder: Widespread And Versatile Enhanced Instruction Tuning with Refined Data Generation Zhaojian Yu, Xin Zhang, Ning Shang, Yangyu Huang, Can Xu, Yishujie Zhao, Wenxiang Hu, Qiufeng Yin 2024 Meeting of the Association for Computational Linguistics | October 2024
Publication FXAM: A unified and fast interpretable model for predictive analytics Yuanyuan Jiang, Rui Ding, Tianchi Qiao, Yunan Zhu, Shi Han, Dongmei Zhang Expert Systems with Applications | October 2024, Vol 252
Publication Scalable Differentiable Causal Discovery in the Presence of Latent Confounders with Skeleton Posterior Pingchuan Ma, Rui Ding, Qiang Fu, Jiaru Zhang, Shuai Wang, Shi Han, Dongmei Zhang 2024 ACM SIGKDD International Conference on Knowledge Discovery and Data Mining | August 2024
Publication Player-Driven Emergence in LLM-Driven Game Narrative Xiangyu Peng, Jessica Quaye, Sudha Rao, Weijia Xu, Portia Botchway, Chris Brockett, Nebojsa Jojic, Gabriel DesGarennes, Ken Lobb, Michael Xu, Jorge J. G. Leandro, Claire Jin, Bill Dolan IEEE Conference on Games 2024 | August 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 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 Automatic Bug Detection in LLM-Powered Text-Based Games Using LLMs Claire Jin, Sudha Rao, Xiangyu Peng, Portia Botchway, Jessica Quaye, Chris Brockett, Bill Dolan 2024 Meeting of the Association for Computational Linguistics | August 2024
