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 Statistical Guarantees in the Search for Less Discriminatory Algorithms Chris Hays, Ben Laufer, Solon Barocas, Manish Raghavan ArXiv | December 2025, Vol abs/2512.23943
Publication CyberThreat-Eval: Can Large Language Models Automate Real-World Threat Research? Xiangsen Chen, Xuan Feng (xuafeng), Shuo Chen, Sudipto Rakshit, Diana Duvieilh, Ashley Picone, Nan Tang Transactions on Machine Learning Research | December 2025
Publication Hybrid Combinatorial Multi-armed Bandits with Probabilistically Triggered Arms Kongchang Zhou, Tingyu Zhang, Wei Chen, Fang Kong December 2025 arXiv | December 2025
Publication See Less, See Right: Bi-directional Perceptual Shaping For Multimodal Reasoning Shuoshuo Zhang, Yizhen Zhang, Jingjing Fu, Lei Song, Jiang Bian, Jiang Bian, Yujiu Yang, Rui Wang December 2025 arXiv | December 2025
Publication LoLA: Long Horizon Latent Action Learning for General Robot Manipulation Xiaofan Wang, Xingyu Gao, Jianlong Fu, Zuolei Li, Dean Fortier, Galen Mullins, Andrey Kolobov, Baining Guo December 2025 arXiv | December 2025
Publication Generalization of RLVR Using Causal Reasoning as a Testbed Brian Lu, Hongyu Zhao, Shuo Sun, Hao Peng, Rui Ding, Hongyuan Mei ICLR 2026 | December 2025
Publication Vibe Reasoning: Eliciting Frontier AI Mathematical Capabilities — A Case Study on IMO 2025 Problem 6 Jiaao Wu, Xian Zhang, Fan Yang, Yinpeng Dong December 2025 arXiv | December 2025
Publication KerJEPA: Kernel Discrepancies for Euclidean Self-Supervised Learning Eric Zimmermann, Eric Zimmermann, Harley Wiltzer, Justin Szeto, David Alvarez-Melis, Lester Mackey December 2025 arXiv | December 2025
Publication PEAK: A Performance Engineering AI-Assistant for GPU Kernels Powered by Natural Language Transformations M. Tariq, Abhinav Jangda, Angelica Moreira, Madan Musuvathi, Tyler Sorensen December 2025 December 2025