Publication Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Michal Moshkovitz, Suraj Srinivas, Lesia Semenova, Nave Frost, Cyrus Rashtchian, Valentyn Boreiko, Shichang Zhang, Himabindu Lakkaraju, Cynthia Rudin, Jennifer Wortman Vaughan 43rd International Conference on Machine Learning | June 2026
Publication OpenWebRL: Demystifying Online Multi-turn Reinforcement Learning for Visual Web Agents Rui Yang, Qianhui Wu, Yuxiao Chen, Hao Bai, Wenlin Yao, Hao Cheng, Baolin Peng, Huan Zhang, Tong Zhang, Jianfeng Gao June 2026 arXiv | June 2026
Publication Real-Time Generation of Streamable Talking Portrait Video with Reference-Guided Deep Compression VAEs Sicheng Xu, Yunhao Deng, Shoukang Hu, Yichuan Wang, Yizhong Zhang, Zhanglu Chen, Jiaolong Yang, Baining Guo CVPR 2026 | June 2026
Publication Contextual Slate GLM Bandits with Limited Adaptivity Tanmay Goyal, Sukruta Midigeshi, Gaurav Sinha ICML 2026 | June 2026
Publication Closed-Loop Molecular Design with Calibrated Deference Newman Cheng, Gordon Broadbent, Jason Dong, Syed Mohammed Ali Hussaini, Farman Ullah, Morris Sharp, Gabrielle Barnes, Nanlin Guo, Deyu Zou, Karin Strauss, William Chappell, David Kwabi, Bichlien Nguyen, Jake Smith June 2026
Publication Memory makes the difference: Evaluating how different memory roles shape conversational agents Yuxin Wang, Paul Thomas, Zhiwei Yu, Yuan Gao, Saeed Hassanpour, Soroush Vosoughi, Robert Sim, Nick Craswell June 2026 arXiv:2606.25361 [cs.CL] | June 2026
Publication InfoAtlas: A Foundation Model for Zero-Shot Statistical Dependence Estimate Zhengyang Hu, Yanzhi Chen, Hanxiang Ren, Qunsong Zeng, Youyi Zheng, Adrian Weller, Kaibin Huang, Yanchao Yang ICML 2026 | June 2026
Publication iSHIFT: Lightweight Slow-Fast GUI Agent with Adaptive Perception Sarthak Mehrotra, S. V. Rebbapragada, Mani Hemanth Reddy Bonthu, Vineeth N Balasubramanian Computer Vision and Pattern Recognition | June 2026
Publication Understanding Task Transfer in Vision-Language Models Bhuvan Sachdeva, Karan Uppal, Abhinav Java, Vineeth N Balasubramanian Computer Vision and Pattern Recognition | June 2026
Publication ACON: Optimizing Context Compression for Long-horizon LLM Agents Minki Kang, Wei-Ning Chen, Dongge Han, Huseyin Inan, Lukas Wutschitz, Yanzhi Chen, Robert Sim, Saravan Rajmohan ICML 2026 | June 2026