Publication When does predictive inverse dynamics outperform behavior cloning? Lukas Schäfer, Pallavi Choudhury, Abdelhak Lemkhenter, Chris Lovett, Somjit Nath, Luis França, Matheus Ribeiro Furtado de Mendonça, Alex Lamb, Riashat Islam, Siddhartha Sen, John Langford, Katja Hofmann, Sergio Valcarcel Macua International Conference on Machine Learning Project
Publication Augmentations for Robust and Efficient Imitation Learning in Streamed Video Games Somjit Nath, Abdelhak Lemkhenter, Pallavi Choudhury, Chris Lovett, Katja Hofmann, Sergio Valcarcel Macua, Lukas Schäfer IEEE Conference on Games Project
Publication RESOURCE2SKILL: Distilling Executable Agent Skills from Human-Created Multimodal Resources Yijia Fan, Zonglin Di, Zimo Wen, Yifan Yang, Mingxi Cheng, Qi Dai, Bei Liu, Kai Qiu, Yue Dong, Ji Li, Chong Luo July 2026 arXiv | July 2026
Publication The Tool Illusion: Rethinking Tool Use in Web Agents Renze Lou, Baolin Peng, Wenlin Yao, Qianhui Wu, Hao Cheng, Suman Nath, Wenpeng Yin, Jianfeng Gao 2026 COLM | July 2026
Publication Human oversight of agentic systems in practice: Examining the oversight work, challenges, and heuristics of developers using software agents Shipi Dhanorkar, Samir Passi, Mihaela Vorvoreanu FAccT
Publication Photonic Ising machines toward and beyond a million spins A. Aadhi, Nayem Al-Kayed, Tristan Austin, Charles St-Arnault, Nir Rotenberg, Hitesh Ballani, D. Plant, Edwin Ng, Yoshihisa Yamamoto, P. McMahon, B. Shastri July 2026 arXiv | July 2026
Publication Data-Efficient Adaptation of LLMs via Attention Head Reweighting Tuomas P. Oikarinen, Zixiao Chen, Charlotte Siska, Tsui-Wei Weng, Chandan Singh, Jianfeng Gao 2026 COLM | July 2026
Publication GFlowRL: Scaling Distribution-Matching RL to Large Language Models Xiaodong Liu, Michael Xu, Jack W. Stokes, Paul Smolensky, Doug Burger, Jianfeng Gao July 2026 arXiv | July 2026 Preprint
Publication Addressing Overreliance on AI Samir Passi, Shipi Dhanorkar, Mihaela Vorvoreanu Handbook of Human-Centered Artificial Intelligence, Addressing Overreliance on AI | Published by Springer Nature
Publication Beyond the Single Camera: Agentic Multi-View Reasoning in Sports Video Understanding Kerui Chen, Jinglu Wang, Xiaoyi Zhang, Yan Lu July 2026 arXiv | July 2026