Publication Composable Coresets for Constrained Determinant Maximization and Beyond Sepideh Mahabadi, Thuy-Duong Vuong AISTATS | January 2026 Spotlight
Publication Sublinear Metric Steiner Forest via Maximal Independent Set Sepideh Mahabadi, Mohammad Roghani, Jakub Tarnawski, Ali Vakilian Symposium on Discrete Algorithms (SODA) | January 2026
Publication 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 Project
Publication 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
Publication Improved Algorithms for Fair Matroid Submodular Maximization Sepideh Mahabadi, Sherry Sarkar, Jakub Tarnawski NeurIPS 2025 | December 2025
Publication MetroRLHF: Enabling Memory-Effective Training for On-Policy RLHF via Adaptive Sequence Streaming Wei Cui, Peng Cheng Efficient Reasoning @ NeurIPS 2025 | December 2025
Publication 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
Publication On the Coordination of Value-Maximizing Bidders Yanru Guan, Jiahao Zhang, Zhe Feng, Tao Lin November 2025
Publication 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
Publication 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