| 2026 | ACL | Self-Reflection Improves Safety of Large Reasoning Models. | Qiang Huang, Wei Zhai, Feng Huang, Dejing Dou |
| 2026 | ACL | Thought-Action Graph Reasoning: Faithful and Efficient Reasoning of Large Language Models via Reusing Past Experience. | Zhixiao Qi, Feng Huang, Yunqi Zhang, Shijie Zhang, Qingqing Sun, Yongfeng Huang, Minghu Jiang, Shuai Chen, Tianyi Zhang |
| 2026 | INFOCOM | From FSD to FSC: Enabling Full Smart-Communication in Autonomous Vehicles Through Full Self-Driving Models. | Zhicheng Wang, Shihan Zhao, Donghui Dai, Lei Yang, Feng Huang, Li-Ta Hsu, Weisong Wen |
| 2025 | AAAI | RAP-SR: RestorAtion Prior Enhancement in Diffusion Models for Realistic Image Super-Resolution. | Jiangang Wang, Qingnan Fan, Jinwei Chen, Hong Gu, Feng Huang, Wenqi Ren |
| 2025 | AAAI | LVPTrack: High Performance Domain Adaptive UAV Tracking with Label Aligned Visual Prompt Tuning. | Hongjing Wu, Siyuan Yao, Feng Huang, Shu Wang, Linchao Zhang, Zhuoran Zheng, Wenqi Ren |
| 2025 | ACL | PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation. | Ziyan Wang, Zhankun Xiong, Feng Huang, Wen Zhang |
| 2025 | CIKM | Geometric Heterogeneous Graph Neural Network for Protein-Ligand Binding Affinity Prediction. | Feng Huang, Yuhang Xia, Ziyan Wang, Liuqing Yang, Wen Zhang |
| 2025 | ICCV | Text-IRSTD: Leveraging Semantic Text to Promote Infrared Small Target Detection in Complex Scenes. | Feng Huang, Shuyuan Zheng, Zhaobing Qiu, Huanxian Liu, Huanxin Bai, Liqiong Chen |
| 2025 | INDIN | Hydrological Information Extraction from Historical Maps Using SAM large model and Mathematical Morphology. | Yang Shen, Yuanying Ke, Tiankun Li, Feng Huang, Weihui Liu, Xingyi Zhang, Zhenhua Zhong, Fei Zhao |
| 2025 | IROS | Roadside GNSS Aided Multi-Sensor Integrated System for Vehicle Positioning in Urban Areas. | Feng Huang, Yihan Zhong, Hang Chen, Dongzhe Su, Jin Wu, Weisong Wen, Li-Ta Hsu |
| 2024 | AAAI | A Multi-Modal Contrastive Diffusion Model for Therapeutic Peptide Generation. | Yongkang Wang, Xuan Liu, Feng Huang, Zhankun Xiong, Wen Zhang |
| 2024 | CogSci | UNIFIT: A Unified Framework For Instruction Tuning To Improve Instruction Following Ability For Large Language Models. | Qiang Huang, Feng Huang, Dehao Tao, Bingkun Wang, Yongfeng Huang |
| 2024 | CVPR | Multi-Level Feature Fusion Network for Lightweight Stereo Image Super-Resolution. | Yunxiang Li, Wenbin Zou, Qiaomu Wei, Feng Huang, Jing Wu |
| 2024 | HPCC | Segmentation Energy-Saving Routing Strategy Based on Effective Energy Consumption Perception in DTNs. | Tong Wang, Jianqun Cui, Yanan Chang, Feng Huang, Yi Yang, Min Wang |
| 2024 | ICASSP | CoQ: AN Empirical Framework for Multi-hop Question Answering Empowered by Large Language Models. | Qiang Huang, Feng Huang, Dehao Tao, Yuetong Zhao, Bingkun Wang, Yongfeng Huang |
| 2024 | IJCAI | ZeroDDI: A Zero-Shot Drug-Drug Interaction Event Prediction Method with Semantic Enhanced Learning and Dual-modal Uniform Alignment. | Ziyan Wang, Zhankun Xiong, Feng Huang, Xuan Liu, Wen Zhang |
| 2024 | IJCAI | Heterogeneous Causal Metapath Graph Neural Network for Gene-Microbe-Disease Association Prediction. | Kexin Zhang, Feng Huang, Luotao Liu, Zhankun Xiong, Hongyu Zhang, Yuan Quan, Wen Zhang |
| 2023 | AAAI | Multi-Relational Contrastive Learning Graph Neural Network for Drug-Drug Interaction Event Prediction. | Zhankun Xiong, Shichao Liu, Feng Huang, Ziyan Wang, Xuan Liu, Zhongfei Zhang, Wen Zhang |
| 2023 | ICONIP | A Three-Stage Framework for Event-Event Relation Extraction with Large Language Model. | Feng Huang, Qiang Huang, Yuetong Zhao, Zhixiao Qi, Bingkun Wang, Yongfeng Huang, Songbin Li |
| 2023 | IJCAI | Multi-view Contrastive Learning Hypergraph Neural Network for Drug-Microbe-Disease Association Prediction. | Luotao Liu, Feng Huang, Xuan Liu, Zhankun Xiong, Menglu Li, Congzhi Song, Wen Zhang |
| 2021 | IJCAI | CSGNN: Contrastive Self-Supervised Graph Neural Network for Molecular Interaction Prediction. | Chengshuai Zhao, Shuai Liu, Feng Huang, Shichao Liu, Wen Zhang |
| 2020 | ADMA | Motion Artifacts Detection from Computed Tomography Images. | Xiaoyu Sun, Feng Huang, Guanjun Lai, Dan Yu, Bin Zhang, Baozhu Guo, Zhuang Ma |
| 2020 | ICA3PP | PRIAG: Proximal Reweighted Incremental Aggregated Gradient Algorithm for Distributed Optimizations. | Xiaoge Deng, Tao Sun, Feng Liu, Feng Huang |
| 2019 | Interspeech | Harmonic-Aligned Frame Mask Based on Non-Stationary Gabor Transform with Application to Content-Dependent Speaker Comparison. | Feng Huang, Pter Balzs |
| 2019 | ISPA | A Vectorization Approach for Graph-Structured Data to Pattern Recognition. | Lin Sun, Haopeng Chen, Feng Huang, Zhiming Li |
| 2018 | ICDCS | The Fusion of VMs and Processes: A System Perspective of cKernel. | Yiming Zhang, Dongsheng Li, Qiao Zhou, Feng Huang, Yingwen Chen, Yang Hu, Ping Zhong, Yongqiang Xiong, Huaimin Wang |
| 2018 | ICPR | Local Compact Binary Patterns for Background Subtraction in Complex Scenes. | Wei He, Yongkwan Kim, Jianhui Wu, Guoyun Zhang, Qi Qi, Longyuan Guo, Bing Tu, Feng Huang |
| 2013 | ICASSP | Evaluation of pitch estimation algorithms on separated speech. | Feng Huang, Yu Ting Yeung, Tan Lee |
| 2013 | ICIP | Compressed sensing MRI with Bayesian dictionary learning. | Xinghao Ding, John W. Paisley, Yue Huang, Xianbo Chen, Feng Huang, Xiao-Ping (Steven) Zhang |
| 2013 | ICIP | An enhanced approach for simultaneous image reconstruction and sensitivity map estimation in partially parallel imaging. | Meng Liu, Yunmei Chen, Yuyuan Ouyang, Xiaojing Ye, Feng Huang |
| 2012 | ICASSP | Sparsity-based confidence measure for pitch estimation in noisy speech. | Feng Huang, Tan Lee |
| 2012 | ICASSP | Transform-domain Wiener filter for speech periodicity enhancement. | Feng Huang, Tan Lee, W. Bastiaan Kleijn |
| 2012 | Interspeech | Robust Pitch Estimation Using l1-regularized Maximum Likelihood Estimation. | Feng Huang, Tan Lee |
| 2010 | ICPADS | Efficient Virtual Machine Deployment in Large Scale Resource Environment. | Feng Huang, Dongsheng Li |
| 2010 | Interspeech | Pitch estimation in noisy speech based on temporal accumulation of spectrum peaks. | Feng Huang, Tan Lee |
| 2009 | ICPADS | A Virtual Machine Server Aggregation Algorithm Based on Hierarchical Clustering. | Feng Huang, Dongsheng Li |
| 2009 | ICPADS | Creating Virtual Networks for Distributed Virtual Computing Environment. | Dongsheng Li, Yixing Chen, Feng Huang |
| 2008 | AINA | Supporting Live Video on Ad Hoc Wireless Networks: Unbalanced Multiple Description Coding, Single Path Transport and Recursive Error Concealment. | Feng Huang, Lifeng Sun, Bin Li, Yuzhuo Zhong |
| 2008 | MICCAI | A Local Mutual Information Guided Denoising Technique and Its Application to Self-calibrated Partially Parallel Imaging. | Weihong Guo, Feng Huang |
| 2006 | APWEB | Design and Implementation of a Workflow-Based Message-Oriented Middleware. | Yuezhu Xu, Daxin Liu, Feng Huang |
| 2005 | MICCAI | A Variational PDE Based Level Set Method for a Simultaneous Segmentation and Non-rigid Registration. | Jung-ha An, Yunmei Chen, Feng Huang, David Clifford Wilson, Edward A. Geiser |
| 2004 | CVPR | Estimation, Smoothing, and Characterization of Apparent Diffusion Coefficient Profiles from High Angular Resolution DWI. | Yunmei Chen, Weihong Guo, Qingguo Zeng, Xiaolu Yan, Feng Huang, Hao Zhang, Guojun He, Baba C. Vemuri, Yijun Liu |
| 2004 | IGARSS | A unified metadata information management framework for digital city. | Qi Li, Lingling Guo, Feng Huang, Yong Tu |
| 2004 | IPCCC | Aggressive telecommunications overbooking ratios. | Robert Ball, Mark J. Clement, Feng Huang, Quinn Snell, Casey T. Deccio |
| 2004 | IGARSS | An integrated geospatial metadata storing architecture. | Qi Li, Lingling Guo, Yong Tu, Feng Huang |
| 2003 | ICCV | Using prior shape and intensity profile in medical image segmentation. | Yunmei Chen, Feng Huang, Hemant D. Tagare, Murali Rao, David Clifford Wilson, Edward A. Geiser |
| 2002 | ICPR | Simultaneous Segmentation and Registration for Functional MR Images. | Yunmei Chen, Sheshadri R. Thiruvenkadam, Feng Huang, Kaundinya S. Gopinath, Richard W. Briggs |