| 2026 | ACL | Do We Need Distinct Representations for Every Speech Token? Unveiling and Exploiting Redundancy in Large Speech Language Models. | Bajian Xiang, Tingwei Guo, Xuan Chen, Yang Han |
| 2026 | DATE | MGPA: A Memristor-based Genome Processing Accelerator for Single-cell RNA Sequencing. | Yang Han, Lianfeng Yu, Teng Zhang, Bowen Wang, Yihang Zhu, Lei Cai, Yaoyu Tao, Yuchao Yang |
| 2025 | AAAI | Unravelling Causal Genetic Biomarkers of Alzheimer's Disease via Neuron to Gene-token Backtracking in Neural Architecture: A Groundbreaking Reverse-Gene-Finder Approach. | Victor O. K. Li, Yang Han, Jacqueline C. K. Lam |
| 2025 | ACL | Reward Generalization in RLHF: A Topological Perspective. | Tianyi Alex Qiu, Fanzhi Zeng, Jiaming Ji, Dong Yan, Kaile Wang, Jiayi Zhou, Yang Han, Josef Dai, Xuehai Pan, Yaodong Yang |
| 2025 | COLING | From Generalist to Specialist: A Survey of Large Language Models for Chemistry. | Yang Han, Ziping Wan, Lu Chen, Kai Yu, Xin Chen |
| 2025 | EMNLP | An LLM-based Temporal-spatial Data Generation and Fusion Approach for Early Detection of Late Onset Alzheimer's Disease (LOAD) Stagings Especially in Chinese and English-speaking Populations. | Yang Han, Jacqueline C. K. Lam, Victor On Kwok Li, Lawrence Y. L. Cheung |
| 2025 | ICLR | Magnetic Preference Optimization: Achieving Last-iterate Convergence for Language Model Alignment. | Mingzhi Wang, Chengdong Ma, Qizhi Chen, Linjian Meng, Yang Han, Jiancong Xiao, Zhaowei Zhang, Jing Huo, Weijie J. Su, Yaodong Yang |
| 2024 | AAAI | SciEval: A Multi-Level Large Language Model Evaluation Benchmark for Scientific Research. | Liangtai Sun, Yang Han, Zihan Zhao, Da Ma, Zhennan Shen, Baocai Chen, Lu Chen, Kai Yu |
| 2024 | EMNLP | AlignSum: Data Pyramid Hierarchical Fine-tuning for Aligning with Human Summarization Preference. | Yang Han, Yiming Wang, Rui Wang, Lu Chen, Kai Yu |
| 2024 | INDIN | Combined Lateral-Longitudinal Vehicle Trajectory Tracking Control Based on Model Predictive Control and Fractional-Order PID. | Keyong Shao, Feiyu Pan, Na Yi, Yang Han |
| 2024 | IGARSS | Performance of Advanced Radiative Transfer Modeling System (ARMS) in Support of Satellite Data Assimilation in CMA-GFS Model. | Yang Han, Jun Yang, Hao Hu, Yining Shi, Fuzhong Weng |
| 2022 | CVPR | AKB-48: A Real-World Articulated Object Knowledge Base. | Liu Liu, Wenqiang Xu, Haoyuan Fu, Sucheng Qian, Qiaojun Yu, Yang Han, Cewu Lu |
| 2022 | ICASSP | Audio-Visual Wake Word Spotting System for MISP Challenge 2021. | Yanguang Xu, Jianwei Sun, Yang Han, Shuaijiang Zhao, Chaoyang Mei, Tingwei Guo, Shuran Zhou, Chuandong Xie, Wei Zou, Xiangang Li |
| 2022 | ICICS | Using Blockchains for Censorship-Resistant Bootstrapping in Anonymity Networks. | Yang Han, Dawei Xu, Jiaqi Gao, Liehuang Zhu |
| 2022 | IGARSS | Method for Channel Simulation and its Application on Identifying Radio Frequency Interference from Spaceborne Microwave Radiometer Imager. | Jun Yang, Fuzhong Weng, Yang Han, Hao Hu |
| 2021 | ICASSP | A Further Study of Unsupervised Pretraining for Transformer Based Speech Recognition. | Dongwei Jiang, Wubo Li, Ruixiong Zhang, Miao Cao, Ne Luo, Yang Han, Wei Zou, Kun Han, Xiangang Li |
| 2020 | IGARSS | Vegetation Indices Derived from FengYun-3D MERSI-II Data. | Xiuzhen Han, Fuzhong Weng, Yang Han, He Huang, Shengqi Li |
| 2019 | IGARSS | Comparing the Thermal Structures of Tropical Cyclones Derived from ATMS and Mwhs. | Fuzhong Weng, Hao Hu, Yang Han |
| 2019 | ISPA | A Novel Architecture of Pedestrian Detection. | Wenshu Li, Menghui Ruan, Xiaoying Guo, Hongyan Wang, Hancui Hancui, Yang Han |
| 2018 | GLOBECOM | A Modified Two-Bit Finite-Alphabet Iterative Decoder for LDPC Codes. | Keke Liu, Yang Han, Shaohua Yang, Bruce Wilson, Xuebin Wu, Wu Chang |
| 2016 | IJCNN | A hybrid sequential feature selection approach for the diagnosis of Alzheimer's Disease. | Yang Han, Xing-Ming Zhao |
| 2016 | IECON | Energy management method for photovoltaic DC micro-grid system based on power tracking control. | Yang Han, Xiaogao Xie, Hao Deng, WeiZhong Ma, Ping Luo |
| 2015 | SECON | Utility-maximizing data collection in crowd sensing: An optimal scheduling approach. | Yang Han, Yanmin Zhu, Jiadi Yu |
| 2014 | ICASSP | Query-based composition for large-scale language model in LVCSR. | Yang Han, Chenwei Zhang, Xiangang Li, Yi Liu, Xihong Wu |
| 2014 | MASS | Profit-Maximizing Stochastic Control for Mobile Crowd Sensing Platforms. | Yang Han, Yanmin Zhu |
| 2011 | GLOBECOM | Experimental Results for Cooperative Spectrum Sharing. | Vivek Ashok Bohara, See Ho Ting, Yang Han |
| 2011 | ISIT | On throughput and delay scaling with cooperative spectrum sharing. | Yang Han, See Ho Ting, Mehul Motani, Ashish Pandharipande |
| 2011 | ISPEC | How to Characterize Side-Channel Leakages More Accurately? | Jiye Liu, Yongbin Zhou, Yang Han, Jiantang Li, Shuguo Yang, Dengguo Feng |
| 2008 | VTC | High Rate Two-Way Amplify-and-Forward Half-Duplex Relaying with OSTBC. | Yang Han, See Ho Ting, Chin Keong Ho, Woon Hau Chin |
| 2007 | GLOBECOM | Performance of a Structured IRA Code on a Perpendicular Recording Channel with Media Noise. | Yang Han, William E. Ryan |
| 2005 | GLOBECOM | Dual-mode decoding of product codes with application to tape storage. | Yang Han, William E. Ryan, Richard D. Wesel |