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 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 Natural Language Decomposition and Interpretation of Complex Utterances Harsh Jhamtani, Hao Fang, Patrick Xia, Eran Levy, Jacob Andreas, Ben Van Durme IJCAI | August 2024
Publication LordNet: An efficient neural network for learning to solve parametric partial differential equations without simulated data Xinquan Huang, Wenlei Shi, Xiaotian Gao, Xinran wei, Jia Zhang, Jiang Bian, Mao Yang, Tie-Yan Liu Neural Networks | August 2024
Publication Integrated Hardware Architecture and Device Placement Search Irene Wang, Jakub Tarnawski, Amar Phanishayee, Divya Mahajan 2024 International Conference on Machine Learning | July 2024 Project