출판 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 프로젝트
출판 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
출판 A Cross-Interaction Neural Architecture for Submodular Functions Soutrik Sarangi, Aditya Singh, Vansh Maheshwari, Abir De 2026 NeurIPS | December 2026
출판 A Process-Level Evaluation of LLM Discovery Agents Haorui Wang, Yuanqi Du, Hao Cheng, Baolin Peng, Chao Zhang, Weizhu Chen, Yelong Shen December 2026
출판 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
출판 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
출판 Training-free Spatially Grounded Geometric Shape Encoding Yuhang He Annual Conference on Neural Information Processing Systems | December 2026
출판 Language model goal selection differs from humans’ in a self-driven learning task Gaia Molinaro, Dave August, Danielle Perszyk, Anne G. E. Collins NeurIPS | December 2026, 제 39 권
출판 VeruSAGE-Bench: A Benchmark Suite for Rust System Verification Chenyuan Yang, Natalie Neamtu, Chris Hawblitzel, Jacob R Lorch, Shan Lu NeurIPS | December 2026
출판 Object-Centric Residual RL for Zero-Shot Sim-to-Real VLA Enhancement Kinam Kim, Namiko Saito, Heecheol Kim, Katsushi Ikeuchi, Yasuyuki Matsushita 2026 10th Annual Conference on Robot Learning | November 2026