| 2026 | ACL | Astra: Activation-Space Tail-Eigenvector Low-Rank Adaptation of Large Language Models. | Kainan Liu, Yong Zhang, Ning Cheng, Yun Zhu, Yanmeng Wang, Shaojun Wang, Jing Xiao |
| 2026 | IWQoS | NeuroForensics: Unmasking Covert Backdoor Attack via Endogenous Defense. | Feirun Huang, Hui Cai, Biyun Sheng, Lu Zhao, Yanmeng Wang, Jian Zhou |
| 2025 | ACL | Selecting Demonstrations for Many-Shot In-Context Learning via Gradient Matching. | Jianfei Zhang, Bei Li, Jun Bai, Rumei Li, Yanmeng Wang, Chenghua Lin, Wenge Rong |
| 2025 | ACL | ChatSOP: An SOP-Guided MCTS Planning Framework for Controllable LLM Dialogue Agents. | Zhigen Li, Jianxiang Peng, Yanmeng Wang, Yong Cao, Tianhao Shen, Minghui Zhang, Linxi Su, Shang Wu, Yihang Wu, Yuqian Wang, Ye Wang, Wei Hu, Jianfeng Li, Shaojun Wang, Jing Xiao, Deyi Xiong |
| 2025 | COLING | Disentangling Preference Representation and Text Generation for Efficient Individual Preference Alignment. | Jianfei Zhang, Jun Bai, Bei Li, Yanmeng Wang, Rumei Li, Chenghua Lin, Wenge Rong |
| 2025 | ICML | Test-Time Selective Adaptation for Uni-Modal Distribution Shift in Multi-Modal Data. | Mingcai Chen, Baoming Zhang, Zongbo Han, Wenyu Jiang, Yanmeng Wang, Shuai Feng, Yuntao Du, Bingkun Bao |
| 2024 | AAAI | z-SignFedAvg: A Unified Stochastic Sign-Based Compression for Federated Learning. | Zhiwei Tang, Yanmeng Wang, Tsung-Hui Chang |
| 2023 | ICASSP | Permutation Invariant Training for Paraphrase Identification. | Jun Bai, Chuantao Yin, Hanhua Hong, Jianfei Zhang, Chen Li, Yanmeng Wang, Wenge Rong |
| 2023 | ICASSP | Batch Normalization Damages Federated Learning on NON-IID Data: Analysis and Remedy. | Yanmeng Wang, Qingjiang Shi, Tsung-Hui Chang |
| 2022 | EMNLP | Learning to Adapt to Low-Resource Paraphrase Generation. | Zhigen Li, Yanmeng Wang, Rizhao Fan, Ye Wang, Jianfeng Li, Shaojun Wang |
| 2022 | Interspeech | Adversarial Knowledge Distillation For Robust Spoken Language Understanding. | Ye Wang, Baishun Ling, Yanmeng Wang, Junhao Xue, Shaojun Wang, Jing Xiao |
| 2021 | EMNLP | Enhancing Dual-Encoders with Question and Answer Cross-Embeddings for Answer Retrieval. | Yanmeng Wang, Jun Bai, Ye Wang, Jianfei Zhang, Wenge Rong, Zongcheng Ji, Shaojun Wang, Jing Xiao |
| 2021 | ICASSP | Paragraph Level Multi-Perspective Context Modeling for Question Generation. | Jun Bai, Wenge Rong, Feiyu Xia, Yanmeng Wang, Yuanxin Ouyang, Zhang Xiong |
| 2021 | ICASSP | Improving Dialogue Response Generation Via Knowledge Graph Filter. | Yanmeng Wang, Ye Wang, Xingyu Lou, Wenge Rong, Zhenghong Hao, Shaojun Wang |
| 2021 | ICASSP | Topic-Aware Dialogue Generation with Two-Hop Based Graph Attention. | Shijie Zhou, Wenge Rong, Jianfei Zhang, Yanmeng Wang, Libin Shi, Zhang Xiong |
| 2020 | DCAI | Dynamic Multi-level Attention Models for Dialogue Response Generation. | Yanmeng Wang, Wenge Rong, Shijie Zhou, Yuanxin Ouyang, Zhang Xiong |
| 2020 | IJCNN | Knowledge Grounded Pre-Trained Model For Dialogue Response Generation. | Yanmeng Wang, Wenge Rong, Jianfei Zhang, Yuanxin Ouyang, Zhang Xiong |
| 2019 | PIMRC | An Analysis towards Synergetic Test of Wi-Fi Signal for Indoor Localization. | Mu Zhou, Xiaolong Geng, Qiaolin Pu, Xiaoge Huang, Yanmeng Wang |
| 2018 | KSEM | A Hybrid RNN-CNN Encoder for Neural Conversation Model. | Zhiyuan Ma, Wenge Rong, Yanmeng Wang, Libin Shi, Zhang Xiong |
| 2018 | PIMRC | SCOPE: Sample Capacity Optimization for Positioning Database Establishment in Indoor Wi-Fi Environment. | Mu Zhou, Yanmeng Wang, Weiqiang Tan, Yaoping Li, Yong Wang, Wei Nie |
| 2015 | ICNC | Novel stability criterion for time-delay systems by employing a new inequality? | Haiyang Zhang, Lianglin Xiong, Qing Miao, Ning Li, Yanmeng Wang |