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 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, Vol 39
Publication You Shall Not Pass into Ring-0! A User Privacy-Friendly Anti-Cheat Architecture for Personal Computers Santosh Gokul Narayanan, Giovanni Paladino, Chuqi Zhang, Sangho Lee, Zhenkai Liang, Adil Ahmad 33rd ACM Conference on Computer and Communications Security (CCS 2026) | November 2026
Publication Adopt ≠ Adapt: Longitudinal Analyses of LLM Conversations in the Wild Rebecca M. M. Hicke, Kiran Tomlinson EMNLP | October 2026
Publication Shiksha Copilot: Teacher-AI Collaboration for Curating and Customizing Lesson Plans in Low-Resource Schools Deepak Varuvel Dennison, Bakhtawar Ahtisham, Kavyansh Chourasia, Nirmit Arora, Rahul Singh, René F. Kizilcec, Akshay Nambi, Tanuja Ganu, Aditya Vashistha 2026 Conference on Computer-Supported Cooperative Work & Social Computing (CSCW) | October 2026 Honorable Mention Award at CSCW 2026
Publication Self-Evolving Curriculum for LLM Reasoning Xiaoyin Chen, Jiarui Lu, Minsu Kim, Dinghuai Zhang, Jian Tang, Alex Pich'e, Nicolas Gontier, Yoshua Bengio, Ehsan Kamalloo 2026 COLM | October 2026
Publication Reinforce-Ada: An Adaptive Sampling Framework under Non-linear RL Objectives Wei Xiong, Chenlu Ye, Baohao Liao, Hanze Dong, Xinxing Xu, Christof Monz, Jiang Bian, Nan Jiang, Tong Zhang 2026 COLM | October 2026
Publication Think Right: Learning to Mitigate Under-Over Thinking via Adaptive, Attentive Compression Joykirat Singh, Justin Chih-Yao Chen, Archiki Prasad, Elias Stengel-Eskin, Akshay Nambi, Mohit Bansal 2026 COLM | October 2026
Publication After Organizational AI Acceptance, AI Bias Fades but a Junior Penalty Persists in Code Review Jenna Butler, Emerson Murphy-Hill, Constance Hadley, Alexa Tipton, Nancy Baym, Sankeerti Haniyur, Jina Suh 2026 Visual Languages and Human-Centric Computing | October 2026
Publication AgentRx: Diagnosing AI Agent Failures from Execution Trajectories Shraddha Barke, Arnav Goyal, Alind Khare, Avaljot Singh, Suman Nath, Chetan Bansal 2026 Conference on Empirical Methods in Natural Language Processing (EMNLP) | October 2026