Publication SynthSeg-Agents: Multi-Agent Synthetic Data Generation for Zero-Shot Weakly Supervised Semantic Segmentation Wangyu Wu, Zhenhong Chen, Xiaowei Huang, Fei Ma, Jimin Xiao December 2025
Publication A Scientific Reasoning Model for Organic Synthesis Procedure Generation Guoqing Liu, Junren Li, Zihan Zhao, Eray Inanc, Krzysztof Maziarz, Jose Garrido Torres, Victor Garcia Satorras, Shoko Ueda, Christopher Bishop, Marwin Segler December 2025 Project
Publication Native and Compact Structured Latents for 3D Generation Jianfeng Xiang, Xiaoxue Chen, Sicheng Xu, Ruicheng Wang, Zelong Lv, Yu Deng, Hongyuan Zhu, Yue Dong, Hao Zhao, Nicholas Jing Yuan, Jiaolong Yang December 2025 Access
Publication Ordered Semantically Diverse Sampling for Textual Data Ashish Tiwari, Mukul Singh, Ananya Singha, Arjun Radhakrishna NeurIPS FPI 2025 | December 2025
Publication EVICPRESS: Joint KV-Cache Compression and Eviction for Efficient LLM Serving Shaoting Feng, Yuhan Liu, Hanchen Li, Xiaokun Chen, Samuel Shen, Kuntai Du, Zhuohan Gu, Rui Zhang, Yuyang Huang, Yihua Cheng, Jiayi Yao, Qizheng Zhang, Ganesh Ananthanarayanan, Junchen Jiang December 2025
Publication Effect of Document Packing on the Latent Multi-Hop Reasoning Capabilities of Large Language Models Gabriele Prato, Shagun Sodhani, Alessandro Sordoni, Sarath Chandar, Alessandro Sordoni December 2025
Publication Causal Reasoning Favors Encoders: On The Limits of Decoder-Only Models Amartya Roy, Iit Sire, Delhi Robert, India Bosch GmbH, Kripabandhu Ghosh, Iiser Kolkata, P. Kumaraguru, Adrian de Wynter December 2025
Publication On the Dynamics of Multi-Agent LLM Communities Driven by Value Diversity Muhua Huang, Qinlin Zhao, Xiaoyuan Yi, Xing Xie December 2025
Publication CoSPlan: Corrective Sequential Planning via Scene Graph Incremental Updates Shresth Grover, P. Pathak, Akash Kumar, Vibhav Vineet, Y. S. Rawat December 2025