| 2026 | ACL | Neural Chain-of-Thought Search: Searching the Optimal Reasoning Path to Enhance Large Language Models. | Guoming Ling, Zhongzhan Huang, Yupei Lin, Junxin Li, Shanshan Zhong, Hefeng Wu, Liang Lin |
| 2026 | ACL | Test-Time Scaling in Multimodal Foundation Models: A Comprehensive Survey of Generation and Reasoning. | Cong Wan, Ying He, Zhongzhan Huang, Hefeng Wu |
| 2026 | ACL | Collaborative Multi-Agent Scripts Generation for Enhancing Imperfect-Information Reasoning in Murder Mystery Games. | Keyang Zhong, Junlin Xie, Hefeng Wu, Haofeng Li, Guanbin Li |
| 2025 | ACL | MiniLongBench: The Low-cost Long Context Understanding Benchmark for Large Language Models. | Zhongzhan Huang, Guoming Ling, Shanshan Zhong, Hefeng Wu, Liang Lin |
| 2025 | EMNLP | RouterEval: A Comprehensive Benchmark for Routing LLMs to Explore Model-level Scaling Up in LLMs. | Zhongzhan Huang, Guoming Ling, Yupei Lin, Yandong Chen, Shanshan Zhong, Hefeng Wu, Liang Lin |
| 2025 | ICCV | RoboPearls: Editable Video Simulation for Robot Manipulation. | Tang Tao, Likui Zhang, Youpeng Wen, Kaidong Zhang, Jia-Wang Bian, Xia Zhou, Tianyi Yan, Kun Zhan, Peng Jia, Hefeng Wu, Liang Lin, Xiaodan Liang |
| 2025 | ICCV | RoBridge: A Hierarchical Architecture Bridging Cognition and Execution for General Robotic Manipulation. | Kaidong Zhang, Rongtao Xu, Pengzhen Ren, Junfan Lin, Hefeng Wu, Liang Lin, Xiaodan Liang |
| 2023 | PG | SketchBodyNet: A Sketch-Driven Multi-faceted Decoder Network for 3D Human Reconstruction. | Fei Wang, Kongzhang Tang, Hefeng Wu, Baoquan Zhao, Hao Cai, Teng Zhou |
| 2022 | AAAI | Semantic-Aware Representation Blending for Multi-Label Image Recognition with Partial Labels. | Tao Pu, Tianshui Chen, Hefeng Wu, Liang Lin |
| 2022 | AAAI | Structured Semantic Transfer for Multi-Label Recognition with Partial Labels. | Tianshui Chen, Tao Pu, Hefeng Wu, Yuan Xie, Liang Lin |
| 2021 | CVPR | Cross-Modal Collaborative Representation Learning and a Large-Scale RGBT Benchmark for Crowd Counting. | Lingbo Liu, Jiaqi Chen, Hefeng Wu, Guanbin Li, Chenglong Li, Liang Lin |
| 2021 | ICRA | AU-Expression Knowledge Constrained Representation Learning for Facial Expression Recognition. | Tao Pu, Tianshui Chen, Yuan Xie, Hefeng Wu, Liang Lin |
| 2020 | AAAI | Knowledge Graph Transfer Network for Few-Shot Recognition. | Riquan Chen, Tianshui Chen, Xiaolu Hui, Hefeng Wu, Guanbin Li, Liang Lin |
| 2020 | ICPR | Exploiting Knowledge Embedded Soft Labels for Image Recognition. | Lixian Yuan, Riquan Chen, Hefeng Wu, Tianshui Chen, Wentao Wang, Pei Chen |
| 2019 | CVPR | ADCrowdNet: An Attention-Injective Deformable Convolutional Network for Crowd Understanding. | Ning Liu, Yongchao Long, Changqing Zou, Qun Niu, Li Pan, Hefeng Wu |
| 2019 | ICCV | Learning Semantic-Specific Graph Representation for Multi-Label Image Recognition. | Tianshui Chen, Muxin Xu, Xiaolu Hui, Hefeng Wu, Liang Lin |
| 2017 | BIBE | A Feature Preserved Mesh Subdivision Framework for Biomedical Mesh. | Jing Yang, Yongyi Gong, Hefeng Wu, Qi Li |
| 2017 | ICIG | Pedestrian Detection via Structure-Sensitive Deep Representation Learning. | Deliang Huang, Shijia Huang, Hefeng Wu, Ning Liu |
| 2016 | ACCV | Boosting Zero-Shot Image Classification via Pairwise Relationship Learning. | Hanhui Li, Hefeng Wu, Shujin Lin, Liang Lin, Xiaonan Luo, Ebroul Izquierdo |
| 2016 | SIGGRAPH | Data-driven method for sketch-based 3D shape retrieval based on user similar draw-style recommendation. | Fei Wang, Shujin Lin, Hefeng Wu, Ruomei Wang, Xiaonan Luo |
| 2012 | ICIP | Online boosted tracking with discriminative feature selection and scale adaptation. | Hefeng Wu, Guanbin Li, Zhuo Su, Xiaonan Luo |