Publication ALPINE: Unveiling the Planning Capability of Autoregressive Learning in Language Models Siwei Wang, Yifei Shen, Shi Feng, Haoran Sun, Shang-Hua Teng, Wei Chen NeurIPS 2024 | December 2024
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 MMLU-CF: A Contamination-free Multi-task Language Understanding Benchmark Qihao Zhao, Yangyu Huang, Tengchao Lv, Lei Cui, Furu Wei, Qinzheng Sun, Ying Xin, Shaoguang Mao, Xin Zhang, Qiufeng Yin, Scarlett Li December 2024 December 2024 Github
Publication Towards Editing Time Series Baoyu Jing, Shuqi Gu, Tianyu Chen, Zhiyu Yang, Dongsheng Li, Jingrui He, Kan Ren Neural Information Processing Systems | December 2024
Publication Adam with model exponential moving average is effective for nonconvex optimization Kwangjun Ahn, Ashok Cutkosky NeurIPS 2024 | December 2024
Publication On Efficient Distillation from LLMs to SLMs Metod Jazbec, Menglin Xia, Ankur Mallick, Daniel Madrigal, Dongge Han, Samuel Kessler, Victor Ruehle NeurIPS FITML workshop 2024 | December 2024 Project
Publication Personalized progression modelling and prediction in Parkinson’s disease with a novel multi-modal graph approach Jie Lian, Xufang Luo, Caihua Shan, Dongqi Han, Chencheng Zhang, V. Vardhanabhuti, Dongsheng Li, Lili Qiu NPJ Parkinson’s Disease | December 2024, Vol 10
Publication Local vs. Global: Local Land-Use and Land-Cover Models Deliver Higher Quality Maps Girmaw Abebe Tadesse, Caleb Robinson, Charles Mwangi, Esther Maina, Joshua Nyakundi, Luana Marotti, Gilles Quentin Hacheme, Hamed Alemohammad, Rahul Dodhia, Juan M. Lavista Ferres December 2024 Project Project Project
Publication HYSYNTH: Context-Free LLM Approximation for Guiding Program Synthesis Shraddha Barke, Emmanuel Anaya Gonzalez, Saketh Ram Kasibatla, Taylor Berg-Kirkpatrick, Nadia Polikarpova NeurIPS 2024 | December 2024
Publication Neuro-Symbolic Data Generation for Math Reasoning Zenan Li, Zhi Zhou, Yuan Yao, Yu-Feng Li, Chun Cao, Fan Yang, Xian Zhang, Xiaoxing Ma Neural Information Processing Systems | December 2024