Publication ShieldFS: Trustworthy Filesystems for Confidential Computing Dimitra Giantsidi, Antoine Delignat-Lavaud, Cédric Fournet, Jinnan Guo, Heidi Howard, Tianjiao Huang, Kapil Vaswani, Stavros Volos 48th IEEE Symposium on Security and Privacy | May 2027
Publication SUTRADHARA : An Intelligent Orchestrator-Engine Co-design for Tool-based Agentic Inference Anish Biswas, Kanishk Goel, Srivarshinee S, Jayashree Mohan, Alind Khare, A. Parayil, Ramachandran Ramjee, Chetan Bansal 2027 Architectural Support for Programming Languages and Operating Systems | April 2027 Project
Publication Use and Effects of LLMs in Peer Review: A Randomized Experiment and Survey at ICML 2026 Sunnie S. Y. Kim, Wesley Deng, Jennifer Wortman Vaughan, Buxin Su, Wei-Jie Su, Alekh Agarwal, Sharon Li, Martin Jaggi, Daniel G. Goldstein, Nihar B. Shah, Miro Dudík December 2026 arXiv | December 2026 Best Paper Award at AI-Native Academia Workshop @Neurip 2026
Publication Population-Aligned Persona Generation for LLM-based Social Simulation Zhengyu Hu, Zheyuan Xiao, Max Xiong, Yuxuan Lei, Tianfu Wang, Jianxun Lian, Kaize Ding, Ziang Xiao, Nicholas Jing Yuan, Xing Xie 2025 NeurIPS | December 2026
Publication When Does Interaction Help? Representational Tradeoffs in Value-Based Imitation Learning Luca Viano, Antoine Moulin, Audrey Huang, Volkan Cevher, Philip Amortila, Dylan Foster 2026 NeurIPS | December 2026
Publication A Cross-Interaction Neural Architecture for Submodular Functions Soutrik Sarangi, Aditya Singh, Vansh Maheshwari, Abir De 2026 NeurIPS | December 2026
Publication A Process-Level Evaluation of LLM Discovery Agents Haorui Wang, Yuanqi Du, Hao Cheng, Baolin Peng, Chao Zhang, Weizhu Chen, Yelong Shen December 2026
Publication NI Sampling++: Optimizing Token Order for Fast Discrete Diffusion Sampling with Reinforcement Learning Enshu Liu, Theodore Zhengde Zhao, Xuefei Ning, Zinan Lin, Yu Wang 2026 COLM | December 2026
Publication TALES: Text Adventure Learning Environment Suite Christopher Zhang Cui, Xingdi Yuan, Zhang Xiao, Prithviraj Ammanabrolu, Marc-Alexandre Côté December 2026 NeurIPS 2026 | December 2026 Github Project
Publication TreemapMix: Dirichlet-Controlled Multi-Image Augmentation for Probability and Ordinal Supervision Ejafa Bassam, Konstantin Garbers, Yingsheng Geng, Dalton Jens, Jiaxu Qian, Guyue Liu 2026 NeurIPS | December 2026