Zhou, Heng

8 publications

ICLR 2026 CoMem: Compositional Concept-Graph Memory for Vision–Language Adaptation Heng Zhou, Jing Tang, Jusheng Zhang, Yanshu Li, Canran Xiao, Liwei Hou, Zong Ke, Jiawei Yao

ICLR 2026 LFQA-E: Carefully Benchmarking Long-Form QA Evaluation Yuchen Fan, Chen Ling, Xin Zhong, Shuo Zhang, Heng Zhou, Yuchen Zhang, Mingyu Liang, Chengxing Xie, Ermo Hua, Zhizhou He, Cheng Huang, Gang Chen, Ning Ding, Bowen Zhou

ICLR 2026 OR-PRM: A Process Reward Model for Algorithmic Problem in Operations Research Yilin Wang, Heng Zhou, Dongxing Mao, Linjie Li, Jingru Tan, Haochen Han, Zhengyuan Yang, Alex Jinpeng Wang, Min Li

TMLR 2026 The Landscape of Agentic Reinforcement Learning for LLMs: A Survey Guibin Zhang, Hejia Geng, Xiaohang Yu, Zhenfei Yin, Zaibin Zhang, Zelin Tan, Heng Zhou, Zhong-Zhi Li, Xiangyuan Xue, Yijiang Li, Yifan Zhou, Yang Chen, Chen Zhang, Yutao Fan, Zihu Wang, Songtao Huang, Francisco Piedrahita Velez, Yue Liao, Hongru Wang, Mengyue Yang, Heng Ji, Jun Wang, Shuicheng Yan, Philip Torr, Lei Bai

NeurIPS 2025 Multivariate Time Series Anomaly Detection with Idempotent Reconstruction Xin Sun, Heng Zhou, Chao Li

NeurIPS 2025 VIKI‑R: Coordinating Embodied Multi-Agent Cooperation via Reinforcement Learning Li Kang, Xiufeng Song, Heng Zhou, Yiran Qin, Jie Yang, Xiaohong Liu, Philip Torr, Lei Bai, Zhenfei Yin

ECCV 2024 SGS-SLAM: Semantic Gaussian Splatting for Neural Dense SLAM Mingrui Li, Shuhong Liu, Heng Zhou, Guohao Zhu, Na Cheng, Tianchen Deng, Hongyu Wang

NeurIPS 2024 SS3DM: Benchmarking Street-View Surface Reconstruction with a Synthetic 3D Mesh Dataset Yubin Hu, Kairui Wen, Heng Zhou, Xiaoyang Guo, Yong-Jin Liu