Publication On the Hardness of Bandit Learning Nataly Brukhim, Aldo Pacchiano, Miro Dudík, Robert E. Schapire 2025 Conference on Learning Theory | June 2025
Publication Multimodal Needle in a Haystack: Benchmarking Long-Context Capability of Multimodal Large Language Models Hengyi Wang, Haizhou Shi, Shiwei Tan, Weiyi Qin, Wenyuan Wang, Tunyu Zhang, Akshay Nambi, Tanuja Ganu, Hao Wang NAACL 2025 | June 2025
Publication Direct Reasoning Optimization: LLMs Can Reward And Refine Their Own Reasoning for Open-Ended Tasks Yi-Fei Xu, Tusher Chakraborty, Srinagesh Sharma, Leonardo Nunes, Emre Kiciman, Songwu Lu, Ranveer Chandra ArXiv | June 2025, Vol abs/2506.13351
Publication PeRL: Permutation-Enhanced Reinforcement Learning for Interleaved Vision-Language Reasoning Yizhen Zhang, Yang Ding, Shuoshuo Zhang, Xinchen Zhang, Haoling Li, Zhong-zhi Li, Peijie Wang, Jie Wu, Lei Ji, Yelong Shen, Yujiu Yang, Yeyun Gong NeurIPS 2025 | June 2025
Publication Screen Reader Users in the Vibe Coding Era: Adaptation, Empowerment, and New Accessibility Landscape Nan Chen, Luna K. Qiu, Arran Zeyu Wang, Zilong Wang, Yuqing Yang ArXiv | June 2025
Publication Reinforcement Learning with Verifiable Rewards Implicitly Incentivizes Correct Reasoning in Base LLMs Xumeng Wen, Zihan Liu, Shun Zheng, Zhijian Xu, Shengyu Ye, Zhirong Wu, Xiao Liang, Yang Wang, Junjie Li, Ziming Miao, Jiang Bian, Mao Yang ICLR 2026 | June 2025
Publication Direct Reasoning Optimization: Constrained RL with Token-Level Dense Reward and Rubric-Gated Constraints for Open-ended Tasks Yifei Xu, Tusher Chakraborty, Srinagesh Sharma, Leonardo Nunes, Swati Sharma, Kate Drakos Demopulos, Emre Kiciman, Songwu Lu, Ranveer Chandra Arxiv | June 2025
Publication AI-Powered Indian Sign Language (ISL) Detection and Translation Vivek Mathur, Arush Sachdeva, Aishani Pandey AI for Good Innovate for Impact: Interim Report 2025, Use Case 08, Section 4.9 Accessibility, pg (731-736) | Publié par International Telecommunication Union (ITU) | 2025, Vol 1 | 1ed edition ISBN: 978-9-2614-0961-6 N.A.
Publication Unveiling the Learning Mind of Language Models: A Cognitive Framework and Empirical Study Zhengyu Hu, Jianxun Lian, Zheyuan Xiao, Seraphina Zhang, Tianfu Wang, Nicholas Jing Yuan, Xing Xie, Hui Xiong NeurIPS 2025 | June 2025
Publication HarMoEny: Efficient Multi-GPU Inference of MoE Models Zachary Doucet, Rishi Sharma, M. Vos, Rafael Pires, Anne-Marie Kermarrec, Oana Balmau ArXiv | June 2025, Vol abs/2506.12417