| 2026 | AAAI | EchoEdit: Consistent Multi-Hop Question Answering via Ripple Control in Knowledge Editing. | Jinwei Shi, Wenxuan Huang, Yu Xing, Yunhui Liu, Tao Zheng, Bin Chong, Tieke He |
| 2026 | ACL | UniCorn: Towards Self-Improving Unified Multimodal Models through Self-Generated Supervision. | Zhen Fang, Ruiyan Han, XinYu Sun, Yuchen Ma, Ziheng Wang, Yu Zeng, Zehui Chen, Lin Chen, Wenxuan Huang, Wei-Jie Xu, Yi Cao, Feng Zhao |
| 2026 | ACL | MT³: A Synergistic Multi-Task RL Framework for Specializing MLLMs in Text Image Machine Translation. | Zhaopeng Feng, Yupu Liang, Shaosheng Cao, Jiayuan Su, Jiahan Ren, Zhijie Zhou, Wenxuan Huang, Jian Wu, Zuozhu Liu |
| 2025 | CVPR | Weakly Supervised Semantic Segmentation via Progressive Confidence Region Expansion. | Xiangfeng Xu, Pinyi Zhang, Wenxuan Huang, Yunhang Shen, Haosheng Chen, Jingzhong Lin, Wei Li, Gaoqi He, Jiao Xie, Shaohui Lin |
| 2025 | EuroSys | Garbage Collection Does Not Only Collect Garbage: Piggybacking-Style Defragmentation for Deduplicated Backup Storage. | Dingbang Liu, Xiangyu Zou, Tao Lu, Philip Shilane, Wen Xia, Wenxuan Huang, Yanqi Pan, Hao Huang |
| 2025 | ICLR | Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Context Sparsification. | Wenxuan Huang, Zijie Zhai, Yunhang Shen, Shaosheng Cao, Fei Zhao, Xiangfeng Xu, Zheyu Ye, Shaohui Lin |
| 2025 | ICML | LLM Enhancers for GNNs: An Analysis from the Perspective of Causal Mechanism Identification. | Hang Gao, Wenxuan Huang, Fengge Wu, Junsuo Zhao, Changwen Zheng, Huaping Liu |
| 2025 | ICTAI | Bootstrapping Heterophily Graph Representation Learning via a Large Language Model-Based Approach. | Wenxuan Huang, Fengge Wu, Hang Gao, Junsuo Zhao |
| 2024 | CVPR | A General and Efficient Training for Transformer via Token Expansion. | Wenxuan Huang, Yunhang Shen, Jiao Xie, Baochang Zhang, Gaoqi He, Ke Li, Xing Sun, Shaohui Lin |
| 2024 | QRS | The Effect of Variable Strength Combinatorial Coverage for Neurons on Fault Detection in Deep Neural Networks. | Wenxuan Huang, Changsheng Ma, Ziyuan Wang |
| 2023 | WISE | A Dual-Layer Privacy-Preserving Federated Learning Framework. | Wenxuan Huang, Thanassis Tiropanis, George Konstantinidis |
| 2017 | IJCAI | CCEHC: An Efficient Local Search Algorithm for Weighted Partial Maximum Satisfiability (Extended Abstract). | Chuan Luo, Shaowei Cai, Kaile Su, Wenxuan Huang |
| 2017 | ICTAI | Hard Neighboring Variables Based Configuration Checking in Stochastic Local Search for Weighted Partial Maximum Satisfiability. | Yi Chu, Chuan Luo, Wenxuan Huang, Haihang You, Dongrui Fan |