公開日 Sort Before You Prune: Improved Worst-Case Guarantees of the DiskANN Family of Graphs Siddharth Gollapudi, Ravishankar Krishnaswamy, Kirankumar Shiragur, Harsh Wardhan International Conference on Machine Learning | December 2025 プロジェクト
公開日 Lost in Transmission: When and Why LLMs Fail to Reason Globally Tobias Schnabel, Kiran Tomlinson, Adith Swaminathan, Jennifer Neville NeurIPS 2025 | December 2025 NeurIPS Spotlight Github
公開日 Improved Algorithms for Fair Matroid Submodular Maximization Sepideh Mahabadi, Sherry Sarkar, Jakub Tarnawski NeurIPS 2025 | December 2025
公開日 MetroRLHF: Enabling Memory-Effective Training for On-Policy RLHF via Adaptive Sequence Streaming Wei Cui, Peng Cheng Efficient Reasoning @ NeurIPS 2025 | December 2025
公開日 Mechanism Design for LLM Fine-tuning with Multiple Reward Models Haoran Sun, Yurong Chen, Siwei Wang, Xu Chu, Wei Chen, Xiaotie Deng Neural Information Processing Systems (NeurIPS) 2025 | December 2025
公開日 Weighted Chairman Assignment and Flow-Time Scheduling Siyue Liu, Victor Reis ITCS 2026 | November 2025, pp. 98:1-98:15
公開日 On the Coordination of Value-Maximizing Bidders Yanru Guan, Jiahao Zhang, Zhe Feng, Tao Lin November 2025
公開日 TwT: Thinking without Tokens by Habitual Reasoning Distillation with Multi-Teachers’ Guidance Jingxian Xu, Mengyu Zhou, Weichang Liu, Hanbing Liu, Shi Han, Dongmei Zhang The 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP ’25) | November 2025
公開日 Attention Enhanced Entity Recommendation for Intelligent Monitoring in Cloud Systems Fiza Hussain, Anson Bastos, A. Parayil, Ayush Choure, Chetan Bansal, Rujia Wang, Saravan Rajmohan October 2025 October 2025
公開日 A Unified Approach to Submodular Maximization Under Noise Kshipra Bhawalkar, Yang Cai, Zhe Feng, Christopher Liaw, Tao Lin NeurIPS 2025 | October 2025