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2025

DocScanner: Robust Document Image Rectification with Progressive LearningHao Feng 0009, Wengang Zhou 0001, Jiajun Deng, Qi Tian 0001, Houqiang Li. ijcv, 133(8):5343-5362, August 2025. [doi]

DeepEraser: Deep Iterative Context Mining for Generic Text EraserHao Feng 0009, Wendi Wang, Shaokai Liu, Jiajun Deng, Wengang Zhou 0001, Houqiang Li. tmm, 27:1914-1925, 2025. [doi]

RaCFormer: Towards High-Quality 3D Object Detection via Query-based Radar-Camera FusionXiaomeng Chu, Jiajun Deng, Guoliang You, Yifan Duan, Houqiang Li, Yanyong Zhang. cvpr 2025: 17081-17091 [doi]

Vulnerability evaluation of high-speed railway network under wind disastersJiajun Deng, Huaiyuan Zhai, Zhaojing Wang. ress, 264:111323, 2025. [doi]

3D-LLaVA: Towards Generalist 3D LMMs with Omni Superpoint TransformerJiajun Deng, Tianyu He, Li Jiang, Tianyu Wang, Feras Dayoub, Ian D. Reid. cvpr 2025: 3772-3782 [doi]

$\hbox {I}^2$MD: 3D Action Representation Learning with Inter- and Intra-Modal Mutual DistillationYunyao Mao, Jiajun Deng, Wengang Zhou 0001, Zhenbo Lu, Wanli Ouyang, Houqiang Li. ijcv, 133(7):4944-4961, July 2025. [doi]

Phone-purity Guided Discrete Tokens for Dysarthric Speech RecognitionHuimeng Wang, Xurong Xie, Mengzhe Geng, Shujie Hu, Haoning Xu, Youjun Chen, Zhaoqing Li, Jiajun Deng, Xunying Liu. icassp 2025: 1-5 [doi]

Effective and Efficient Mixed Precision Quantization of Speech Foundation ModelsHaoning Xu, Zhaoqing Li, Zengrui Jin, Huimeng Wang, Youjun Chen, Guinan Li, Mengzhe Geng, Shujie Hu, Jiajun Deng, Xunying Liu. icassp 2025: 1-5 [doi]

Self-Classification Enhancement and Correction for Weakly Supervised Object DetectionYufei Yin, Lechao Cheng, Wengang Zhou 0001, Jiajun Deng, Zhou Yu, Houqiang Li. IJCAI 2025: 2278-2286 [doi]

2024

RayFormer: Improving Query-Based Multi-Camera 3D Object Detection via Ray-Centric StrategiesXiaomeng Chu, Jiajun Deng, Guoliang You, Yifan Duan, Yao Li, Yanyong Zhang. mm 2024: 4620-4629 [doi]

Towards High-Performance and Low-Latency Feature-Based Speaker Adaptation of Conformer Speech Recognition SystemsJiajun Deng, Xurong Xie, Guinan Li, Mingyu Cui, Mengzhe Geng, Zengrui Jin, Tianzi Wang, Shujie Hu, Zhaoqing Li, Xunying Liu. icassp 2024: 10976-10980 [doi]

Efficient Adapter Tuning for Joint Singing Voice Beat and Downbeat Tracking With Self-Supervised Learning FeaturesJiajun Deng, Yaolong Ju, Jing Yang, Simon Lui, Xunying Liu. ismir 2024: 343-351 [doi]

Deep Unrestricted Document Image RectificationHao Feng, Shaokai Liu, Jiajun Deng, Wengang Zhou, Houqiang Li. tmm, 26:6142-6154, 2024. [doi]

Recurrent Generic Contour-Based Instance Segmentation With Progressive LearningHao Feng, Keyi Zhou, Wengang Zhou, Yufei Yin, Jiajun Deng, Qi Sun, Houqiang Li. tcsv, 34(9):7947-7961, September 2024. [doi]

Self-Supervised ASR Models and Features for Dysarthric and Elderly Speech RecognitionShujie Hu, Xurong Xie, Mengzhe Geng, Zengrui Jin, Jiajun Deng, Guinan Li, Yi Wang, Mingyu Cui, Tianzi Wang, Helen Meng, Xunying Liu. taslp, 32:3561-3575, 2024. [doi]

Towards Automatic Data Augmentation for Disordered Speech RecognitionZengrui Jin, Xurong Xie, Tianzi Wang, Mengzhe Geng, Jiajun Deng, Guinan Li, Shujie Hu, Xunying Liu. icassp 2024: 10626-10630 [doi]

Personalized Adversarial Data Augmentation for Dysarthric and Elderly Speech RecognitionZengrui Jin, Mengzhe Geng, Jiajun Deng, Tianzi Wang, Shujie Hu, Guinan Li, Xunying Liu. taslp, 32:413-429, 2024. [doi]

End-to-End Automatic Singing Skill Evaluation Using Cross-Attention and Data Augmentation for Solo Singing and Singing With AccompanimentYaolong Ju, Chun Yat Wu, Betty Cortiñas-Lorenzo, Jing Yang, Jiajun Deng, Fan Fan, Simon Lui. ismir 2024: 493-500 [doi]

One-pass Multiple Conformer and Foundation Speech Systems Compression and Quantization Using An All-in-one Neural ModelZhaoqing Li, Haoning Xu, Tianzi Wang, Shoukang Hu, Zengrui Jin, Shujie Hu, Jiajun Deng, Mingyu Cui, Mengzhe Geng, Xunying Liu. interspeech 2024: [doi]

Hierarchical Temporal Context Learning for Camera-Based Semantic Scene CompletionBohan Li, Jiajun Deng, Wenyao Zhang, Zhujin Liang, Dalong Du, Xin Jin 0014, Wenjun Zeng. eccv 2025: 131-148 [doi]

Joint Speaker Features Learning for Audio-visual Multichannel Speech Separation and RecognitionGuinan Li, Jiajun Deng, Youjun Chen, Mengzhe Geng, Shujie Hu, Zhe Li, Zengrui Jin, Tianzi Wang, Xurong Xie, Helen Meng, Xunying Liu. interspeech 2024: [doi]

FARFusion V2: A Geometry-based Radar-Camera Fusion Method on the Ground for Roadside Far-Range 3D Object DetectionYao Li, Jiajun Deng, Yuxuan Xiao, Yingjie Wang 0004, Xiaomeng Chu, Jianmin Ji, Yanyong Zhang. mm 2024: 8421-8430 [doi]

Towards Effective and Efficient Non-autoregressive Decoding Using Block-based Attention MaskTianzi Wang, Xurong Xie, Zhaoqing Li, Shoukang Hu, Zengrui Jin, Jiajun Deng, Mingyu Cui, Shujie Hu, Mengzhe Geng, Guinan Li, Helen Meng, Xunying Liu. interspeech 2024: [doi]

End-to-End Rate-Distortion Optimized 3D Gaussian RepresentationHenan Wang, Hanxin Zhu, Tianyu He, Runsen Feng, Jiajun Deng, Jiang Bian 0002, Zhibo Chen 0001. eccv 2025: 76-92 [doi]

Cycle-Consistency Learning for Captioning and GroundingNing Wang, Jiajun Deng, Mingbo Jia. AAAI 2024: 5535-5543 [doi]

Revisiting Open-Set Panoptic SegmentationYufei Yin, Hao Chen, Wengang Zhou, Jiajun Deng, Haiming Xu, Houqiang Li. AAAI 2024: 6747-6754 [doi]

Agent3D-Zero: An Agent for Zero-Shot 3D UnderstandingSha Zhang, Di Huang, Jiajun Deng, Shixiang Tang, Wanli Ouyang, Tong He 0001, Yanyong Zhang. eccv 2025: 186-202 [doi]

HVDistill: Transferring Knowledge from Images to Point Clouds via Unsupervised Hybrid-View DistillationSha Zhang, Jiajun Deng, Lei Bai 0001, Houqiang Li, Wanli Ouyang, Yanyong Zhang. ijcv, 132(7):2585-2599, July 2024. [doi]

Guest Editorial Introduction to the Issue on Pre-Trained Models for Multi-Modality UnderstandingWengang Zhou, Jiajun Deng, Niculae Sebe, Qi Tian 0001, Alan L. Yuille, Concetto Spampinato, Zakia Hammal. tmm, 26:8291-8296, 2024. [doi]

2023

Bi-LRFusion: Bi-Directional LiDAR-Radar Fusion for 3D Dynamic Object DetectionYingjie Wang 0005, Jiajun Deng, Yao Li, Jinshui Hu, Cong Liu, Yu Zhang, Jianmin Ji, Wanli Ouyang, Yanyong Zhang. cvpr 2023: 13394-13403 [doi]

Towards Effective and Compact Contextual Representation for Conformer Transducer Speech Recognition SystemsMingyu Cui, Jiawen Kang, Jiajun Deng, Xi Yin 0010, Yutao Xie, Xie Chen 0001, Xunying Liu. interspeech 2023: 2223-2227 [doi]

Factorised Speaker-environment Adaptive Training of Conformer Speech Recognition SystemsJiajun Deng, Guinan Li, Xurong Xie, Zengrui Jin, Mingyu Cui, Tianzi Wang, Shujie Hu, Mengzhe Geng, Xunying Liu. interspeech 2023: 3342-3346 [doi]

Confidence Score Based Speaker Adaptation of Conformer Speech Recognition SystemsJiajun Deng, Xurong Xie, Tianzi Wang, Mingyu Cui, Boyang Xue, Zengrui Jin, Guinan Li, Shujie Hu, Xunying Liu. taslp, 31:1175-1190, 2023. [doi]

TransVG++: End-to-End Visual Grounding With Language Conditioned Vision TransformerJiajun Deng, Zhengyuan Yang, Daqing Liu, Tianlang Chen, Wengang Zhou, Yanyong Zhang, Houqiang Li, Wanli Ouyang. pami, 45(11):13636-13652, November 2023. [doi]

SimFIR: A Simple Framework for Fisheye Image Rectification with Self-supervised Representation LearningHao Feng, Wendi Wang, Jiajun Deng, Wengang Zhou, Li Li, Houqiang Li. iccv 2023: 12384-12393 [doi]

Use of Speech Impairment Severity for Dysarthric Speech RecognitionMengzhe Geng, Zengrui Jin, Tianzi Wang, Shujie Hu, Jiajun Deng, Mingyu Cui, Guinan Li, Jianwei Yu, Xurong Xie, Xunying Liu. interspeech 2023: 2328-2332 [doi]

Exploiting Cross-Domain And Cross-Lingual Ultrasound Tongue Imaging Features For Elderly And Dysarthric Speech RecognitionShujie Hu, Xurong Xie, Mengzhe Geng, Mingyu Cui, Jiajun Deng, Guinan Li, Tianzi Wang, Helen Meng, Xunying Liu. interspeech 2023: 2313-2317 [doi]

NRAP: Nearest Reliable Anchors-Based Wireless Positioning for Irregular Multi-hop NetworksXiayun Hu, Mingyue Wang, Jiajia Yan, Jiajun Deng, Hai Dong. wpc, 129(3):2181-2198, April 2023. [doi]

Exploring Self-Supervised Pre-Trained ASR Models for Dysarthric and Elderly Speech RecognitionShujie Hu, Xurong Xie, Zengrui Jin, Mengzhe Geng, Yi Wang, Mingyu Cui, Jiajun Deng, Xunying Liu, Helen Meng. icassp 2023: 1-5 [doi]

Adversarial Data Augmentation Using VAE-GAN for Disordered Speech RecognitionZengrui Jin, Xurong Xie, Mengzhe Geng, Tianzi Wang, Shujie Hu, Jiajun Deng, Guinan Li, Xunying Liu. icassp 2023: 1-5 [doi]

Lossless 4-bit Quantization of Architecture Compressed Conformer ASR Systems on the 300-hr Switchboard CorpusZhaoqing Li, Tianzi Wang, Jiajun Deng, Junhao Xu, Shoukang Hu, Xunying Liu. interspeech 2023: 3332-3336 [doi]

Audio-Visual End-to-End Multi-Channel Speech Separation, Dereverberation and RecognitionGuinan Li, Jiajun Deng, Mengzhe Geng, Zengrui Jin, Tianzi Wang, Shujie Hu, Mingyu Cui, Helen Meng, Xunying Liu. taslp, 31:2707-2723, 2023. [doi]

CLIP4HOI: Towards Adapting CLIP for Practical Zero-Shot HOI DetectionYunyao Mao, Jiajun Deng, Wengang Zhou, Li Li 0040, Yao Fang, Houqiang Li. nips 2023: [doi]

Masked Motion Predictors are Strong 3D Action Representation LearnersYunyao Mao, Jiajun Deng, Wengang Zhou, Yao Fang, Wanli Ouyang, Houqiang Li. iccv 2023: 10147-10157 [doi]

Hybrid Motion Representation Learning for Prediction From Raw Sensor DataDepu Meng, Changqian Yu, Jiajun Deng, Deheng Qian, Houqiang Li, Dongchun Ren. tmm, 25:8868-8879, 2023. [doi]

PV-RCNN++: Point-Voxel Feature Set Abstraction With Local Vector Representation for 3D Object DetectionShaoshuai Shi, Li Jiang, Jiajun Deng, Zhe Wang 0006, Chaoxu Guo, Jianping Shi, Xiaogang Wang 0001, Hongsheng Li 0001. ijcv, 131(2):531-551, 2023. [doi]

3DPPE: 3D Point Positional Encoding for Transformer-based Multi-Camera 3D Object DetectionChangyong Shu, Jiajun Deng, Fisher Yu 0001, Yifan Liu 0001. iccv 2023: 3557-3566 [doi]

CluB: Cluster Meets BEV for LiDAR-Based 3D Object DetectionYingjie Wang, Jiajun Deng, Yuenan Hou, Yao Li, Yu Zhang 0086, Jianmin Ji, Wanli Ouyang, Yanyong Zhang. nips 2023: [doi]

Multi-Modal 3D Object Detection in Autonomous Driving: A SurveyYingjie Wang, Qiuyu Mao, Hanqi Zhu, Jiajun Deng, Yu Zhang, Jianmin Ji, Houqiang Li, Yanyong Zhang. ijcv, 131(8):2122-2152, August 2023. [doi]

Exploiting Prompt Learning with Pre-Trained Language Models for Alzheimer's Disease DetectionYi Wang, Jiajun Deng, Tianzi Wang, Bo Zheng, Shoukang Hu, Xunying Liu, Helen Meng. icassp 2023: 1-5 [doi]

Hyper-parameter Adaptation of Conformer ASR Systems for Elderly and Dysarthric Speech RecognitionTianzi Wang, Shoukang Hu, Jiajun Deng, Zengrui Jin, Mengzhe Geng, Yi Wang, Helen Meng, Xunying Liu. interspeech 2023: 1733-1737 [doi]

Invariant Training 2D-3D Joint Hard Samples for Few-Shot Point Cloud RecognitionXuanyu Yi, Jiajun Deng, Qianru Sun, Xian-Sheng Hua 0001, Joo-Hwee Lim, Hanwang Zhang. iccv 2023: 14417-14428 [doi]

FI-WSOD: Foreground Information Guided Weakly Supervised Object DetectionYufei Yin, Jiajun Deng, Wengang Zhou, Li Li 0040, Houqiang Li. tmm, 25:1890-1902, 2023. [doi]

Cyclic-Bootstrap Labeling for Weakly Supervised Object DetectionYufei Yin, Jiajun Deng, Wengang Zhou, Li Li, Houqiang Li. iccv 2023: 6985-6995 [doi]

Fed-CoT: Co-teachers for Federated Semi-supervised MS Lesion SegmentationGeng Zhan, Jiajun Deng, Mariano Cabezas, Wanli Ouyang, Michael Barnett 0006, Chenyu Wang 0001. miccai 2023: 357-366 [doi]

Masked Contrastive Representation Learning for Reinforcement LearningJinhua Zhu, Yingce Xia, Lijun Wu, Jiajun Deng, Wengang Zhou, Tao Qin, Tie-Yan Liu, Houqiang Li. pami, 45(3):3421-3433, March 2023. [doi]

VPFNet: Improving 3D Object Detection With Virtual Point Based LiDAR and Stereo Data FusionHanqi Zhu, Jiajun Deng, Yu Zhang 0086, Jianmin Ji, Qiuyu Mao, Houqiang Li, Yanyong Zhang. tmm, 25:5291-5304, 2023. [doi]

2022

Two-pass Decoding and Cross-adaptation Based System Combination of End-to-end Conformer and Hybrid TDNN ASR SystemsMingyu Cui, Jiajun Deng, Shoukang Hu, Xurong Xie, Tianzi Wang, Shujie Hu, Mengzhe Geng, Boyang Xue, Xunying Liu, Helen Meng. interspeech 2022: 3158-3162 [doi]

Confidence Score Based Conformer Speaker Adaptation for Speech RecognitionJiajun Deng, Xurong Xie, Tianzi Wang, Mingyu Cui, Boyang Xue, Zengrui Jin, Mengzhe Geng, Guinan Li, Xunying Liu, Helen Meng. interspeech 2022: 2623-2627 [doi]

Geometric Representation Learning for Document Image RectificationHao Feng, Wengang Zhou, Jiajun Deng, Yuechen Wang, Houqiang Li. eccv 2022: 475-492 [doi]

Neural Architecture Search for LF-MMI Trained Time Delay Neural NetworksShoukang Hu, Xurong Xie, Mingyu Cui, Jiajun Deng, Shansong Liu, Jianwei Yu, Mengzhe Geng, Xunying Liu, Helen Meng. taslp, 30:1093-1107, 2022. [doi]

Audio-Visual Multi-Channel Speech Separation, Dereverberation and RecognitionGuinan Li, Jianwei Yu, Jiajun Deng, Xunying Liu, Helen Meng. icassp 2022: 6042-6046 [doi]

${\mathsf{EZFusion}}$: A Close Look at the Integration of LiDAR, Millimeter-Wave Radar, and Camera for Accurate 3D Object Detection and TrackingYao Li, Jiajun Deng, Yu Zhang 0086, Jianmin Ji, Houqiang Li, Yanyong Zhang. ral, 7(4):11182-11189, 2022. [doi]

CMD: Self-supervised 3D Action Representation Learning with Cross-Modal Mutual DistillationYunyao Mao, Wengang Zhou, Zhenbo Lu, Jiajun Deng, Houqiang Li. eccv 2022: 734-752 [doi]

Development and validation of a deep learning model to predict the survival of patients in ICUHai Tang, Zhuochen Jin, Jiajun Deng, Yunlang She, Yifan Zhong, Weiyan Sun, Yijiu Ren, Nan Cao, Chang Chen. jamia, 29(9):1567-1576, 2022. [doi]

Weakly Supervised Temporal Adjacent Network for Language GroundingYuechen Wang, Jiajun Deng, Wengang Zhou, Houqiang Li. tmm, 24:3276-3286, 2022. [doi]

Conformer Based Elderly Speech Recognition System for Alzheimer's Disease DetectionTianzi Wang, Jiajun Deng, Mengzhe Geng, Zi Ye, Shoukang Hu, Yi Wang, Mingyu Cui, Zengrui Jin, Xunying Liu, Helen Meng. interspeech 2022: 4825-4829 [doi]

Pulmonary Nodule Classification with Multi-View Convolutional Vision TransformerYuxuan Xiong, Bo Du 0001, Yongchao Xu, Jiajun Deng, Yunlang She, Chang Chen. ijcnn 2022: 1-7 [doi]

Intelligent Spraying Water Based on the Internet of Orchard Things and Fuzzy PID AlgorithmsPingchuan Zhang, Sijie Wang, Menglong Bai, Qiaoling Bai, Zhao Chen, Xu Chen, Yanjun Hu, Jianming Zhang, Yulin Li, Xueqian Hu, Yiran Shi, Jiajun Deng. js, 2022:1-9, 2022. [doi]

2021

Residual Refinement Network with Attribute Guidance for Precise Saliency DetectionFeng Li 0031, Wengang Zhou, Jiajun Deng, Bin Li 0012, Yan Lu, Houqiang Li. tomccap, 17(3), 2021. [doi]

Neighbor-Vote: Improving Monocular 3D Object Detection through Neighbor Distance VotingXiaomeng Chu, Jiajun Deng, Yao Li, Zhenxun Yuan, Yanyong Zhang, Jianmin Ji, Yu Zhang. mm 2021: 5239-5247 [doi]

Bayesian Parametric and Architectural Domain Adaptation of LF-MMI Trained TDNNs for Elderly and Dysarthric Speech RecognitionJiajun Deng, Fabian Ritter Gutierrez, Shoukang Hu, Mengzhe Geng, Xurong Xie, Zi Ye, Shansong Liu, Jianwei Yu, Xunying Liu, Helen Meng. interspeech 2021: 4818-4822 [doi]

TransVG: End-to-End Visual Grounding with TransformersJiajun Deng, Zhengyuan Yang, Tianlang Chen, Wengang Zhou, Houqiang Li. iccv 2021: 1749-1759 [doi]

MINet: Meta-Learning Instance Identifiers for Video Object DetectionJiajun Deng, Yingwei Pan, Ting Yao, Wengang Zhou, Houqiang Li, Tao Mei 0001. TIP, 30:6879-6891, 2021. [doi]

Single Shot Video Object DetectorJiajun Deng, Yingwei Pan, Ting Yao, Wengang Zhou, Houqiang Li, Tao Mei 0001. tmm, 23:846-858, 2021. [doi]

Voxel R-CNN: Towards High Performance Voxel-based 3D Object DetectionJiajun Deng, Shaoshuai Shi, Peiwei Li, Wengang Zhou, Yanyong Zhang, Houqiang Li. AAAI 2021: 1201-1209 [doi]

From Multi-View to Hollow-3D: Hallucinated Hollow-3D R-CNN for 3D Object DetectionJiajun Deng, Wengang Zhou, Yanyong Zhang, Houqiang Li. tcsv, 31(12):4722-4734, 2021. [doi]

DocTr: Document Image Transformer for Geometric Unwarping and Illumination CorrectionHao Feng, Yuechen Wang, Wengang Zhou, Jiajun Deng, Houqiang Li. mm 2021: 273-281 [doi]

Instance Mining with Class Feature Banks for Weakly Supervised Object DetectionYufei Yin, Jiajun Deng, Wengang Zhou, Houqiang Li. AAAI 2021: 3190-3198 [doi]

2020

Adaptive Offline Quintuplet Loss for Image-Text MatchingTianlang Chen, Jiajun Deng, Jiebo Luo. eccv 2020: 549-565 [doi]

2019

2013

Information theory based region of interest extraction scheme with perceptual stimulus-response modelJiajun Deng, Zhaoming Lu, Xiangming Wen, Luhan Wang, Hua Shao. pimrc 2013: 3528-3532 [doi]

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