| 2026 | AAAI | Learning 3D Occupancy from Beam Overlap in 2D Rotating mmWave Radar. | Yu Du, Ruifeng Nie, Long Ma, Chengpei Xu, Yu Liu, Weimin Wang |
| 2026 | AAAI | Detect All-Type Deepfake Audio: Wavelet Prompt Tuning for Enhanced Auditory Perception. | Yuankun Xie, Ruibo Fu, Xiaopeng Wang, Zhiyong Wang, Songjun Cao, Long Ma, Haonan Cheng, Long Ye |
| 2025 | AAAI | EchoDiffusion: Waveform Conditioned Diffusion Models for Echo-Based Depth Estimation. | Wenjie Zhang, Jun Yin, Long Ma, Peng Yu, Xiaoheng Jiang, Zhen Tian, Mingliang Xu |
| 2025 | CVPR | CoA: Towards Real Image Dehazing via Compression-and-Adaptation. | Long Ma, Yuxin Feng, Yan Zhang, Jinyuan Liu, Weimin Wang, Guang-Yong Chen, Chengpei Xu, Zhuo Su |
| 2025 | CVPR | Rethinking Reconstruction and Denoising in the Dark: New Perspective, General Architecture and Beyond. | Tengyu Ma, Long Ma, Ziye Li, Yuetong Wang, Jinyuan Liu, Chengpei Xu, Risheng Liu |
| 2025 | CVPR | DEAL: Data-Efficient Adversarial Learning for High-Quality Infrared Imaging. | Zhu Liu, Zijun Wang, Jinyuan Liu, Fanqi Meng, Long Ma, Risheng Liu |
| 2025 | CVPR | DCEvo: Discriminative Cross-Dimensional Evolutionary Learning for Infrared and Visible Image Fusion. | Jinyuan Liu, Bowei Zhang, Qingyun Mei, Xingyuan Li, Yang Zou, Zhiying Jiang, Long Ma, Risheng Liu, Xin Fan |
| 2025 | CVPR | DifIISR: A Diffusion Model with Gradient Guidance for Infrared Image Super-Resolution. | Xingyuan Li, Zirui Wang, Yang Zou, Zhixin Chen, Jun Ma, Zhiying Jiang, Long Ma, Jinyuan Liu |
| 2025 | CVPR | PCDreamer: Point Cloud Completion Through Multi-view Diffusion Priors. | Guangshun Wei, Yuan Feng, Long Ma, Chen Wang, Yuanfeng Zhou, Changjian Li |
| 2025 | ICASSP | M-MoE: Mixture of Mixture-of-Expert Model for CTC-based Streaming Multilingual ASR. | Songjun Cao, Xiong Wang, Yike Zhang, Xiaoming Zhang, Long Ma |
| 2025 | ICASSP | Binary Representation Learning for Discriminative Acoustic Unit Discovery. | Rui Niu, Jie Chen, Long Ma, Changhe Song, Weihao Wu, Zhiyong Wu |
| 2025 | ICASSP | DiffCSS: Diverse and Expressive Conversational Speech Synthesis with Diffusion Models. | Weihao Wu, Zhiwei Lin, Yixuan Zhou, Jingbei Li, Rui Niu, Qinghua Wu, Songjun Cao, Long Ma, Zhiyong Wu |
| 2025 | ICLR | Simulating Human-like Daily Activities with Desire-driven Autonomy. | Yiding Wang, Yuxuan Chen, Fangwei Zhong, Long Ma, Yizhou Wang |
| 2025 | ICML | Behavior-agnostic Task Inference for Robust Offline In-context Reinforcement Learning. | Long Ma, Fangwei Zhong, Yizhou Wang |
| 2025 | ICML | Freeze-Omni: A Smart and Low Latency Speech-to-speech Dialogue Model with Frozen LLM. | Xiong Wang, Yangze Li, Chaoyou Fu, Yike Zhang, Yunhang Shen, Lei Xie, Ke Li, Xing Sun, Long Ma |
| 2025 | IJCAI | TextMEF: Text-guided Prompt Learning for Multi-exposure Image Fusion. | Jinyuan Liu, Qianjun Huang, Guanyao Wu, Di Wang, Zhiying Jiang, Long Ma, Risheng Liu, Xin Fan |
| 2025 | Interspeech | MPE-TTS: Customized Emotion Zero-Shot Text-To-Speech Using Multi-Modal Prompt. | Zhichao Wu, Yueteng Kang, Songjun Cao, Long Ma, Qiulin Li, Qun Yang |
| 2025 | Interspeech | Monotonic Attention for Robust Text-to-Speech Synthesis in Large Language Model Frameworks. | Yike Zhang, Yiming Li, Jie Chen, Qinghua Wu, Songjun Cao, Long Ma |
| 2025 | Interspeech | SonarGuard2: Ultrasonic Face Liveness Detection Based on Adaptive Doppler Effect Feature Extraction. | Xiaoming Zhang, Ke-Yue Zhang, Taiping Yao, Songjun Cao, Shouhong Ding, Long Ma |
| 2025 | Interspeech | FreeCodec: A Disentangled Neural Speech Codec with Fewer Tokens. | Youqiang Zheng, Weiping Tu, Yueteng Kang, Jie Chen, Yike Zhang, Li Xiao, Yuhong Yang, Long Ma |
| 2024 | AAAI | Trash to Treasure: Low-Light Object Detection via Decomposition-and-Aggregation. | Xiaohan Cui, Long Ma, Tengyu Ma, Jinyuan Liu, Xin Fan, Risheng Liu |
| 2024 | AAAI | Hybrid-Supervised Dual-Search: Leveraging Automatic Learning for Loss-Free Multi-Exposure Image Fusion. | Guanyao Wu, Hongming Fu, Jinyuan Liu, Long Ma, Xin Fan, Risheng Liu |
| 2024 | ECCV | Contourlet Residual for Prompt Learning Enhanced Infrared Image Super-Resolution. | Xingyuan Li, Jinyuan Liu, Zhixin Chen, Yang Zou, Long Ma, Xin Fan, Risheng Liu |
| 2024 | ECCV | 3D-GOI: 3D GAN Omni-Inversion for Multifaceted and Multi-object Editing. | Haoran Li, Long Ma, Haolin Shi, Yanbin Hao, Yong Liao, Lechao Cheng, Peng Yuan Zhou |
| 2024 | ICML | Fast Peer Adaptation with Context-aware Exploration. | Long Ma, Yuanfei Wang, Fangwei Zhong, Song-Chun Zhu, Yizhou Wang |
| 2024 | IJCAI | Where Elegance Meets Precision: Towards a Compact, Automatic, and Flexible Framework for Multi-modality Image Fusion and Applications. | Jinyuan Liu, Guanyao Wu, Zhu Liu, Long Ma, Risheng Liu, Xin Fan |
| 2024 | Interspeech | A Transcription Prompt-based Efficient Audio Large Language Model for Robust Speech Recognition. | Yangze Li, Xiong Wang, Songjun Cao, Yike Zhang, Long Ma, Lei Xie |
| 2023 | ICCV | Multi-interactive Feature Learning and a Full-time Multi-modality Benchmark for Image Fusion and Segmentation. | Jinyuan Liu, Zhu Liu, Guanyao Wu, Long Ma, Risheng Liu, Wei Zhong, Zhongxuan Luo, Xin Fan |
| 2023 | IJCAI | Bi-level Dynamic Learning for Jointly Multi-modality Image Fusion and Beyond. | Zhu Liu, Jinyuan Liu, Guanyao Wu, Long Ma, Xin Fan, Risheng Liu |
| 2023 | Interspeech | DCCRN-KWS: An Audio Bias Based Model for Noise Robust Small-Footprint Keyword Spotting. | Shubo Lv, Xiong Wang, Sining Sun, Long Ma, Lei Xie |
| 2023 | Interspeech | Two Stage Contextual Word Filtering for Context Bias in Unified Streaming and Non-streaming Transducer. | Zhanheng Yang, Sining Sun, Xiong Wang, Yike Zhang, Long Ma, Lei Xie |
| 2023 | SGAI | A Novel State Space Exploration Method for the Sparse-Reward Reinforcement Learning Environment. | Xi Liu, Long Ma, Zhen Chen, Changgang Zheng, Ren Chen, Yong Liao, Shufan Yang |
| 2022 | CVPR | Toward Fast, Flexible, and Robust Low-Light Image Enhancement. | Long Ma, Tengyu Ma, Risheng Liu, Xin Fan, Zhongxuan Luo |
| 2022 | ICAART | The Impact of COVID-19 on Crime: A Study from the Spatial-temporal Perspective in the Montgomery County, AL. | Long Ma, Connor Y. H. Wu |
| 2022 | ICASSP | Improving CTC-Based Speech Recognition Via Knowledge Transferring from Pre-Trained Language Models. | Keqi Deng, Songjun Cao, Yike Zhang, Long Ma, Gaofeng Cheng, Ji Xu, Pengyuan Zhang |
| 2022 | ICASSP | Learning to Fuse Heterogeneous Features for Low-Light Image Enhancement. | Zhenyu Tang, Long Ma, Xiaoke Shang, Xin Fan |
| 2022 | ICASSP | Conversational Speech Recognition by Learning Conversation-Level Characteristics. | Kun Wei, Yike Zhang, Sining Sun, Lei Xie, Long Ma |
| 2022 | IJCAI | Hierarchical Bilevel Learning with Architecture and Loss Search for Hadamard-based Image Restoration. | Guijing Zhu, Long Ma, Xin Fan, Risheng Liu |
| 2022 | Interspeech | Leveraging Acoustic Contextual Representation by Audio-textual Cross-modal Learning for Conversational ASR. | Kun Wei, Yike Zhang, Sining Sun, Lei Xie, Long Ma |
| 2022 | Interspeech | CaTT-KWS: A Multi-stage Customized Keyword Spotting Framework based on Cascaded Transducer-Transformer. | Zhanheng Yang, Sining Sun, Jin Li, Xiaoming Zhang, Xiong Wang, Long Ma, Lei Xie |
| 2022 | Interspeech | Censer: Curriculum Semi-supervised Learning for Speech Recognition Based on Self-supervised Pre-training. | Bowen Zhang, Songjun Cao, Xiaoming Zhang, Yike Zhang, Long Ma, Takahiro Shinozaki |
| 2022 | ICRA | Semantic-aware Texture-Structure Feature Collaboration for Underwater Image Enhancement. | Di Wang, Long Ma, Risheng Liu, Xin Fan |
| 2021 | ACML | Physics-inspired Learning for Structure-Aware Texture-Sensitive Underwater Image Enhancement. | Xinwei Xue, Zexuan Li, Long Ma, Risheng Liu, Xin Fan |
| 2021 | ASRU | Improving Hybrid CTC/Attention End-to-End Speech Recognition with Pretrained Acoustic and Language Models. | Keqi Deng, Songjun Cao, Yike Zhang, Long Ma |
| 2021 | CVPR | Retinex-Inspired Unrolling With Cooperative Prior Architecture Search for Low-Light Image Enhancement. | Risheng Liu, Long Ma, Jiaao Zhang, Xin Fan, Zhongxuan Luo |
| 2021 | ICAART | Prediction of Cotton Field on Integrated Environmental Data. | Sarthak Mishra, Long Ma, Nischal Aryal |
| 2021 | ICANN | Aspect-Based Sentiment Classification with Reinforcement Learning and Local Understanding. | Ming-Fan Li, Kaijie Zhou, Hongze Wang, Long Ma, Xuan Li |
| 2021 | ICASSP | NASA: A Noise-Adaptive and Structure-Aware Learning Framework for Image Deblurring. | Xiaokun Liu, Long Ma, Risheng Liu, Wei Zhong, Xin Fan, Zhongxuan Luo |
| 2021 | ICASSP | Temporal Rain Decomposition with Spatial Structure Guidance for Video Deraining. | Xinwei Xue, Ying Ding, Long Ma, Yi Wang, Risheng Liu, Xin Fan |
| 2021 | ICASSP | GTA-Net: Gradual Temporal Aggregation Network for Fast Video Deraining. | Xinwei Xue, Xiangyu Meng, Long Ma, Risheng Liu, Xin Fan |
| 2021 | ICASSP | Tiny Transducer: A Highly-Efficient Speech Recognition Model on Edge Devices. | Yuekai Zhang, Sining Sun, Long Ma |
| 2021 | Interspeech | Improving Streaming Transformer Based ASR Under a Framework of Self-Supervised Learning. | Songjun Cao, Yueteng Kang, Yanzhe Fu, Xiaoshuo Xu, Sining Sun, Yike Zhang, Long Ma |
| 2021 | Interspeech | Improving Accent Identification and Accented Speech Recognition Under a Framework of Self-Supervised Learning. | Keqi Deng, Songjun Cao, Long Ma |
| 2021 | Interspeech | Efficient Conformer with Prob-Sparse Attention Mechanism for End-to-End Speech Recognition. | Xiong Wang, Sining Sun, Lei Xie, Long Ma |
| 2021 | Interspeech | Explore wav2vec 2.0 for Mispronunciation Detection. | Xiaoshuo Xu, Yueteng Kang, Songjun Cao, Binghuai Lin, Long Ma |
| 2020 | ICASSP | Sequential Deep Unrolling With Flow Priors For Robust Video Deraining. | Xinwei Xue, Ying Ding, Pan Mu, Long Ma, Risheng Liu, Xin Fan |
| 2020 | ICASSP | Principle-Inspired Multi-Scale Aggregation Network for Extremely Low-Light Image Enhancement. | Jiaao Zhang, Risheng Liu, Long Ma, Wei Zhong, Xin Fan, Zhongxuan Luo |
| 2019 | AAAI | Task Embedded Coordinate Update: A Realizable Framework for Multivariate Non-Convex Optimization. | Yiyang Wang, Risheng Liu, Long Ma, Xiaoliang Song |
| 2019 | AVSS | Pedestrian Parsing by Joint Learning from Wholes and Parts. | Zhenting Gong, Yang Yang, Long Ma |
| 2019 | CIBCB | Constructing a Semantic Graph with Depression Symptoms Extraction from Twitter. | Long Ma, Yan Wang |
| 2019 | HPCC | Trust-Based Distributed Kalman Filter Estimation Fusion under Malicious Cyber Attacks. | Yanping Chen, Long Ma, Hong Xia, Cong Gao, Zhongmin Wang, Zhong Yu |
| 2019 | IGARSS | Inshore Ship Change Detection Based on Spatial-Temporal Saliency. | Long Ma, Wenchao Liu, Zhong Han, Jue Wang, He Chen |
| 2018 | ICASSP | Deep Layer Prior Optimization for Single Image Rain Streaks Removal. | Risheng Liu, Zhiying Jiang, Long Ma, Xin Fan, Haojie Li, Zhongxuan Luo |
| 2018 | ICASSP | Robust Haze Removal Via Joint Deep Transmission and Scene Propagation. | Risheng Liu, Shiqi Li, Long Ma, Xin Fan, Haojie Li, Zhongxuan Luo |
| 2018 | IGARSS | Change Detection in Optical Remote Sensing Images with a Fully Object-Level Approach. | Long Ma, Zhihong Mai, He Chen, Wenchao Liu, Fan Feng, Guichi Liu, Nouman Qadeer Soomro |
| 2017 | ICASSP | Adaptation of PLDA for multi-source text-independent speaker verification. | Liping Chen, Kong-Aik Lee, Bin Ma, Long Ma, Haizhou Li, Li-Rong Dai |
| 2017 | IRI | A Hybrid Machine Learning Method for Finding Depression Related Publications by Eliminating Outlier Publications. | Zhibo Wang, Long Ma, Yanqing Zhang |
| 2017 | IGARSS | Moving target detection via hierarchical spatiotemporal saliency analysis. | Bin Du, Long Ma, Yin Zhuang, He Chen, Nouman Qadeer Soomro |
| 2015 | CIBCB | Hybrid feature selection methods for online biomedical publication classification. | Long Ma, Yanqing Zhang, Raj Sunderraman, Peter T. Fox, Angela R. Laird, Jessica A. Turner, Matthew D. Turner |
| 2015 | CSCW | CommunityConnect: An Interactive Display for Educational Residential Settings. | Erica C. Ostermann, Long Ma, Daniel Sussman, Susan R. Fussell |
| 2014 | SGP | Construction of G3 Conic Spline Interpolation. | Long Ma, Caiming Zhang |
| 2013 | PIMRC | Spectrum notching and interference avoidance for power line communications. | Long Ma, Angela Doufexi, Justin P. Coon |
| 2012 | CVPR | Sparse representation for face recognition based on discriminative low-rank dictionary learning. | Long Ma, Chunheng Wang, Baihua Xiao, Wen Zhou |
| 2012 | ICPR | Learning weighted features for human action recognition. | Wen Zhou, Chunheng Wang, Baihua Xiao, Zhong Zhang, Long Ma |
| 2012 | ICPR | Human action recognition by bagging data dependent representation. | Wen Zhou, Chunheng Wang, Baihua Xiao, Zhong Zhang, Long Ma |
| 2012 | IJCNN | Sparse representation based on matrix rank minimization and k-means clustering for recognition. | Long Ma, Chunheng Wang, Baihua Xiao |
| 2009 | ICNC | Bagging-Adaboost Ensemble with Genetic Algorithm Post Optimization for Object Detection. | Xusheng Tang, Zhe-Lin Shi, De-Qiang Li, Long Ma, Dan Chen |
| 2009 | IGARSS | Potential Analysis of Maritime Oil Spill Monitoring based on MODIS Thermal Infrared Data. | Ying Li, Guoxin Lan, Jijun Li, Long Ma |
| 2009 | IGARSS | Research on Oil Spill Identification based on Texture Features - A Case Study of "Hebei Spirit" Accident. | Long Ma, Ying Li, Baocheng Zhang, Yu Liu, Chao Gao, Shuiming Yu |
| 2005 | CIS | A Spectral Images Digital Watermarking Algorithm. | Long Ma, Changjun Li, Shuni Song |
| 2004 | IJCNN | A study of removing hidden neurons in cascade-correlation neural networks. | Xun Liang, Long Ma |