| 2026 | AAAI | SageLM: A Multi-aspect and Explainable Large Language Model for Speech Judgement. | Yuan Ge, Junxiang Zhang, Xiaoqian Liu, Bei Li, Xiangnan Ma, Chenglong Wang, Kaiyang Ye, Yangfan Du, Linfeng Zhang, Yuxin Huang, Tong Xiao, Zhengtao Yu, Jingbo Zhu |
| 2026 | AAAI | Consensus-Aligned Neuron Efficient Fine-Tuning Large Language Models for Multi-Domain Machine Translation. | Shuting Jiang, Ran Song, Yuxin Huang, Yan Xiang, Yantuan Xian, Shengxiang Gao, Zhengtao Yu |
| 2026 | AAAI | ReconVLA: Reconstructive Vision-Language-Action Model as Effective Robot Perceiver. | Wenxuan Song, Ziyang Zhou, Han Zhao, Jiayi Chen, Pengxiang Ding, Haodong Yan, Yuxin Huang, Feilong Tang, Donglin Wang, Haoang Li |
| 2026 | ACL | Breaking Consensus Bias: Unsupervised Reinforcement Learning for Machine Translation. | Shuting Jiang, Ran Song, Siqi Zhang, Yuxin Huang, Shengxiang Gao, Zhengtao Yu |
| 2026 | ACL | Layer-aware Dual-directional Modulation for Low-resource Machine Translation. | Siqi Zhang, Ran Song, Shuting Jiang, Yuxin Huang, Zhengtao Yu |
| 2025 | AAAI | Dynamic Syntactic Feature Filtering and Injecting Networks for Cross-lingual Dependency Parsing. | Jianjian Liu, Zhengtao Yu, Ying Li, Yuxin Huang, Shengxiang Gao |
| 2025 | AAAI | SECodec: Structural Entropy-based Compressive Speech Representation Codec for Speech Language Models. | Linqin Wang, Yaping Liu, Zhengtao Yu, Shengxiang Gao, Cunli Mao, Yuxin Huang, Wenjun Wang, Ling Dong |
| 2025 | ACL | Leveraging Unit Language Guidance to Advance Speech Modeling in Textless Speech-to-Speech Translation. | Yuhao Zhang, Xiangnan Ma, Kaiqi Kou, Peizhuo Liu, Weiqiao Shan, Benyou Wang, Tong Xiao, Yuxin Huang, Zhengtao Yu, JingBo Zhu |
| 2025 | EMNLP | GRPO-Guided Modality Selection Enhanced LoRA-Tuned LLMs for Multimodal Emotion Recognition. | Yang Chen, Shuwan Yang, Yan Xiang, Ran Song, Yuxin Huang, Zhengtao Yu |
| 2025 | EMNLP | Multilingual Generative Retrieval via Cross-lingual Semantic Compression. | Yuxin Huang, Simeng Wu, Ran Song, Yan Xiang, Yantuan Xian, Shengxiang Gao, Zhengtao Yu |
| 2025 | EMNLP | Memory-enhanced Large Language Model for Cross-lingual Dependency Parsing via Deep Hierarchical Syntax Understanding. | Jianjian Liu, Ying Li, Zhengtao Yu, Shun Su, Shengxiang Gao, Yuxin Huang |
| 2025 | EMNLP | 3R: Enhancing Sentence Representation Learning via Redundant Representation Reduction. | Longxuan Ma, Xiao Wu, Yuxin Huang, Shengxiang Gao, Zhengtao Yu |
| 2025 | ICA3PP | Adaptive Data Prefetching for Real-Time Analytics: A Deep Reinforcement Learning Approach. | Ou Yangchen, Yuxin Huang, Yunfeng Sun, Qingxi Wu, Zhuzhong Qian |
| 2025 | ICASSP | Voice Conversion via Structural Entropy. | Linqin Wang, Zhengtao Yu, Shengxiang Gao, Cunli Mao, Ling Dong, Yuxin Huang |
| 2025 | IJCNLP | Topology-Aware Gated Graph Neural Network for Social Bot Detection. | Pi Jiebin, Yantuan Xian, Yuxin Huang, Yan Xiang, Ran Song, Zhengtao Yu |
| 2025 | MICCAI | Heatmap Regression for Automated Angle of Progression Measurement: The Baseline Method for the IUGC2025. | Yitong Tang, Zihao Zhou, Yaosheng Lu, Jieyun Bai, Shun Long, Yuxin Huang, Isaac Khobo, Shun Zhang, Zimo Zhou, Lei Guo |
| 2025 | NAACL | A Mixed-Language Multi-Document News Summarization Dataset and a Graphs-Based Extract-Generate Model. | Shengxiang Gao, Fang Nan, Yongbing Zhang, Yuxin Huang, Kaiwen Tan, Zhengtao Yu |
| 2025 | WACV | Self-Aligning Depth-Regularized Radiance Fields for Asynchronous RGB-D Sequences. | Yuxin Huang, Andong Yang, Yuantao Chen, Runyi Yang, Zhenxin Zhu, Chao Hou, Hao Zhao, Guyue Zhou |
| 2024 | EMNLP | Representation Alignment and Adversarial Networks for Cross-lingual Dependency Parsing. | Ying Li, Jianjian Liu, Zhengtao Yu, Shengxiang Gao, Yuxin Huang, Cunli Mao |
| 2024 | ICARCV | 3D Object Reconstruction Using Quadruped Robots with Fisheye Cameras and Neural Radiance Fields. | Yuxin Huang, Tianqi Wei |
| 2024 | ICASSP | DETS: End-to-End Single-Stage Text-to-Speech Via Hierarchical Diffusion Gan Models. | Linqin Wang, Zhengtao Yu, Shengxiang Gao, Cunli Mao, Yuxin Huang |
| 2024 | IJCNN | Knowledge-Guided Reinforcement Learning for Low-Resource Unsupervised Syllabification. | Wenjun Wang, Ling Dong, Zhengtao Yu, Yuxin Huang, Junjun Guo, Shengxiang Gao |
| 2024 | Interspeech | Integrating Speech Self-Supervised Learning Models and Large Language Models for ASR. | Ling Dong, Zhengtao Yu, Wenjun Wang, Yuxin Huang, Shengxiang Gao, Guojiang Zhou |
| 2024 | Interspeech | DGSRN: Noise-Robust Speech Recognition Method with Dual-Path Gated Spectral Refinement Network. | Wenjun Wang, Shangbin Mo, Ling Dong, Zhengtao Yu, Junjun Guo, Yuxin Huang |
| 2023 | ACL | Layer-wise Fusion with Modality Independence Modeling for Multi-modal Emotion Recognition. | Jun Sun, Shoukang Han, Yu-Ping Ruan, Xiaoning Zhang, Shu-Kai Zheng, Yulong Liu, Yuxin Huang, Taihao Li |
| 2023 | EMNLP | Non-parallel Accent Transfer based on Fine-grained Controllable Accent Modelling. | Linqin Wang, Zhengtao Yu, Yuanzhang Yang, Shengxiang Gao, Cunli Mao, Yuxin Huang |
| 2022 | AMIA | Improving Biomedical Informatics Graduate Student Recruitment through a Structured Undergraduate Summer Internship Team-Based Experience. | Shun Ahmed, Yanwei Li, Jiayi Wu, Xiaohan Liu, Yuxin Huang, Travis Osterman |
| 2020 | ACL | Towards Understanding Gender Bias in Relation Extraction. | Andrew Gaut, Tony Sun, Shirlyn Tang, Yuxin Huang, Jing Qian, Mai ElSherief, Jieyu Zhao, Diba Mirza, Elizabeth M. Belding, Kai-Wei Chang, William Yang Wang |
| 2020 | ICASSP | Multi-Branch Learning for Weakly-Labeled Sound Event Detection. | Yuxin Huang, Xiangdong Wang, Liwei Lin, Hong Liu, Yueliang Qian |
| 2019 | ACL | Mitigating Gender Bias in Natural Language Processing: Literature Review. | Tony Sun, Andrew Gaut, Shirlyn Tang, Yuxin Huang, Mai ElSherief, Jieyu Zhao, Diba Mirza, Elizabeth M. Belding, Kai-Wei Chang, William Yang Wang |
| 2018 | ICIS | Short-Term Rental Regulations on Home-Sharing Platforms: What Kinds of Regulation Are Effective? | Yuanyuan Chen, Yuxin Huang, Chuan-Hoo Tan |
| 2014 | ICIS | An Empirical Analysis of Software-as-a-Service Development Mode and Its Impacts on Firm Performance. | Yuanyuan Chen, Yuxin Huang |
| 2013 | ICDE | A unified model for stable and temporal topic detection from social media data. | Hongzhi Yin, Bin Cui, Hua Lu, Yuxin Huang, Junjie Yao |
| 2012 | ICDE | Keyword Query Reformulation on Structured Data. | Junjie Yao, Bin Cui, Liansheng Hua, Yuxin Huang |
| 2011 | ADMA | Finding a Wise Group of Experts in Social Networks. | Hongzhi Yin, Bin Cui, Yuxin Huang |
| 2010 | AAAI | Temporal and Social Context Based Burst Detection from Folksonomies. | Junjie Yao, Bin Cui, Yuxin Huang, Xin Jin |
| 2010 | ICDE | Detecting bursty events in collaborative tagging systems. | Junjie Yao, Bin Cui, Yuxin Huang, Yanhong Zhou |
| 2010 | WISE | Evolutionary Taxonomy Construction from Dynamic Tag Space. | Bin Cui, Junjie Yao, Gao Cong, Yuxin Huang |
| 2009 | CIKM | Constructing evolutionary taxonomy of collaborative tagging systems. | Junjie Yao, Yuxin Huang, Bin Cui |