Publication From Replication to Redesign: Exploring Pairwise Comparisons for LLM-Based Peer Review Yaohui Zhang, Haijing Zhang, Wenlong Ji, Tianyu Hua, Nick Haber, Hancheng Cao, Weixin Liang NeurIPS 2025 | June 2025
Publication MMMG: A Massive, Multidisciplinary, Multi-Tier Generation Benchmark for Text-to-Image Reasoning Yuxuan Luo, Yuhui Yuan, Junwen Chen, Haonan Cai, Ziyi Yue, Yuwei Yang, Fatima Zohra Daha, Ji Li, Zhouhui Lian NeurIPS 2025 | June 2025
Publication NTIRE 2025 Challenge on Video Quality Enhancement for Video Conferencing: Datasets, Methods and Results Varun Jain, Zongwei Wu, Quan Zou, Louis Florentin, Henrik Turbell, Sandeep Siddhartha, Radu Timofte 2025 Computer Vision and Pattern Recognition | June 2025
Publication ViCrit: A Verifiable Reinforcement Learning Proxy Task for Visual Perception in VLMs Xiyao Wang, Zhengyuan Yang, Chao Feng, Yongyuan Liang, Yuhang Zhou, Xiaoyu Liu, Ziyi Zang, Ming Li, Chung-Ching Lin, Kevin Lin, Linjie Li, Furong Huang, Lijuan Wang NeurIPS 2025 | June 2025
Publication BEAST: Efficient Tokenization of B-Splines Encoded Action Sequences for Imitation Learning Hongyi Zhou, Weiran Liao, Xi Huang, Yucheng Tang, Fabian Otto, Xiaogang Jia, Xinkai Jiang, Simon Hilber, Ge Li, Qian Wang, Ömer Erdinç Yagmurlu, Nils Blank, Moritz Reuss, Rudolf Lioutikov NeurIPS 2025 | June 2025
Publication Enhancing Reasoning Capabilities of Small Language Models with Blueprints and Prompt Template Search Dongge Han, Menglin Xia, Daniel Madrigal, Samuel Kessler, Ankur Mallick, Xuchao Zhang, Mirian Hipolito Garcia, Jin Xu, Victor Ruehle, Saravan Rajmohan ICML TTODLer-FM Workshop 2025 | June 2025 Project
Publication Z3Guide: A Scalable, Student-Centered, and Extensible Educational Environment for Logic Modeling Ruanqianqian (Lisa) Huang, Ayana Monroe, Jonathan "Peli" de Halleux, Sorin Lerner, Nikolaj Bjørner MSR-TR-2025-36 | June 2025 Published by Microsoft
Publication SwS: Self-aware Weakness-driven Problem Synthesis in Reinforcement Learning for LLM Reasoning Xiao Liang, Zhong-zhi Li, Yeyun Gong, Yang Wang, Hengyuan Zhang, Yelong Shen, Yingchun Wu, Weizhu Chen NeurIPS 2025 | June 2025
Publication Code Researcher: Deep Research Agent for Large Systems Code and Commit History Ramneet Singh∗, Sathvik Joel∗, Abhav Mehrotra, Nalin Wadhwa, Ramakrishna Bairi, Aditya Kanade, Nagarajan Natarajan MSR-TR-2025-34 | June 2025 Published by Microsoft
Publication SongBloom: Coherent Song Generation via Interleaved Autoregressive Sketching and Diffusion Refinement Chenyu Yang, Shuai Wang, Hangting Chen, Wei Tan, Jianwei Yu, Haizhou Li, Jianwei Yu NeurIPS 2025 | June 2025