Dongfang Liu

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 89

Top Topics

Depth Estimation

Autonomous Driving

Web Information Extraction

Top Venues

IEEE Trans. Circuits Syst. Video Technol.

Publications

Cheng Han, Yawen Lu, Guohao Sun, James Chenhao Liang, Zhiwen Cao, Qifan Wang, Qiang Guan, Sohail A. Dianat, Raghuveer M. Rao, Tong Geng, Zhiqiang Tao, Dongfang Liu
Prototypical Transformer as Unified Motion Learners. CoRR (2024)
Yawen Lu, Dongfang Liu, Qifan Wang, Cheng Han, Yiming Cui, Zhiwen Cao, Xueling Zhang, Yingjie Victor Chen, Heng Fan
ProMotion: Prototypes As Motion Learners. CoRR (2024)
Cheng Han, Qifan Wang, Yiming Cui, Wenguan Wang, Lifu Huang, Siyuan Qi, Dongfang Liu
Facing the Elephant in the Room: Visual Prompt Tuning or Full Finetuning? CoRR (2024)
Li Yang, Qifan Wang, Jianfeng Chi, Jiahao Liu, Jingang Wang, Fuli Feng, Zenglin Xu, Yi Fang, Lifu Huang, Dongfang Liu
EAVE: Efficient Product Attribute Value Extraction via Lightweight Sparse-layer Interaction. CoRR (2024)
Zhiyuan Cheng, Cheng Han, James Liang, Qifan Wang, Xiangyu Zhang, Dongfang Liu
Self-supervised Adversarial Training of Monocular Depth Estimation against Physical-World Attacks. CoRR (2024)
Cheng Han, James Chenhao Liang, Qifan Wang, Majid Rabbani, Sohail A. Dianat, Raghuveer Rao, Ying Nian Wu, Dongfang Liu
Image Translation as Diffusion Visual Programmers. CoRR (2024)
Yuxing Wang, Junhan Zhao, Hongye Xu, Cheng Han, Zhiqiang Tao, Dawei Zhou, Tong Geng, Dongfang Liu, Zhicheng Ji
A systematic evaluation of computational methods for cell segmentation. Briefings Bioinform. 25 (5) (2024)
Wenguan Wang, Tianfei Zhou, Dongfang Liu, Zheng Thomas Tang, Alexander C. Loui
Guest Editorial Introduction to the Special Issue on Label-Efficient Learning on Video Data. IEEE Trans. Circuits Syst. Video Technol. 34 (8) (2024)
Cheng Han, Qifan Wang, Sohail A. Dianat, Majid Rabbani, Raghuveer M. Rao, Yi Fang, Qiang Guan, Lifu Huang, Dongfang Liu
AMD: Automatic Multi-step Distillation of Large-scale Vision Models. CoRR (2024)
Pouya Haghi, Cheng Tan, Anqi Guo, Chunshu Wu, Dongfang Liu, Ang Li, Anthony Skjellum, Tong Geng, Martin C. Herbordt
SmartFuse: Reconfigurable Smart Switches to Accelerate Fused Collectives in HPC Applications. ICS (2024)
Cheng Han, James Chenhao Liang, Qifan Wang, Majid Rabbani, Sohail A. Dianat, Raghuveer Rao, Ying Nian Wu, Dongfang Liu
Image Translation as Diffusion Visual Programmers. ICLR (2024)
Jiamian Wang, Guohao Sun, Pichao Wang, Dongfang Liu, Sohail A. Dianat, Majid Rabbani, Raghuveer Rao, Zhiqiang Tao
Text Is MASS: Modeling as Stochastic Embedding for Text-Video Retrieval. CoRR (2024)
Zhiyuan Cheng, Hongjun Choi, Shiwei Feng, James Chenhao Liang, Guanhong Tao, Dongfang Liu, Michael Zuzak, Xiangyu Zhang
Fusion Is Not Enough: Single Modal Attacks on Fusion Models for 3D Object Detection. ICLR (2024)
Mingkai Chen, Taowen Wang, James Chenhao Liang, Chuan Liu, Chunshu Wu, Qifan Wang, Ying Nian Wu, Michael Huang, Chuang Ren, Ang Li, Tong Geng, Dongfang Liu
Inertial Confinement Fusion Forecasting via LLMs. CoRR (2024)
Cheng Han, Qifan Wang, Yiming Cui, Wenguan Wang, Lifu Huang, Siyuan Qi, Dongfang Liu
Facing the Elephant in the Room: Visual Prompt Tuning or Full finetuning? ICLR (2024)
Yiming Cui, Cheng Han, Dongfang Liu
SSGA-Net: Stepwise Spatial Global-local Aggregation Networks for for Autonomous Driving. CoRR (2024)
Zhiyuan Cheng, Zhaoyi Liu, Tengda Guo, Shiwei Feng, Dongfang Liu, Mingjie Tang, Xiangyu Zhang
BadPart: Unified Black-box Adversarial Patch Attacks against Pixel-wise Regression Tasks. CoRR (2024)
Qifan Wang, Jingang Wang, Xiaojun Quan, Fuli Feng, Zenglin Xu, Shaoliang Nie, Sinong Wang, Madian Khabsa, Hamed Firooz, Dongfang Liu
MUSTIE: Multimodal Structural Transformer for Web Information Extraction. ACL (1) (2023)
Qifan Wang, Yuning Mao, Jingang Wang, Hanchao Yu, Shaoliang Nie, Sinong Wang, Fuli Feng, Lifu Huang, Xiaojun Quan, Zenglin Xu, Dongfang Liu
APrompt: Attention Prompt Tuning for Efficient Adaptation of Pre-trained Language Models. EMNLP (2023)
Yazhou Yao, Wenguan Wang, Qiang Wu, Dongfang Liu, Jin Zheng
Guest Editorial: Learning from limited annotations for computer vision tasks. IET Comput. Vis. 17 (5) (2023)
James Liang, Tianfei Zhou, Dongfang Liu, Wenguan Wang
CLUSTSEG: Clustering for Universal Segmentation. CoRR (2023)
Hongye Xu, Dongfang Liu, Cory E. Merkel, Michael Zuzack
Exploiting Logic Locking for a Neural Trojan Attack on Machine Learning Accelerators. CoRR (2023)
Yawen Lu, Qifan Wang, Siqi Ma, Tong Geng, Yingjie Victor Chen, Huaijin Chen, Dongfang Liu
TransFlow: Transformer as Flow Learner. CVPR (2023)
Zheyun Qin, Xiankai Lu, Dongfang Liu, Xiushan Nie, Yilong Yin, Jianbing Shen, Alexander C. Loui
Reformulating Graph Kernels for Self-Supervised Space-Time Correspondence Learning. IEEE Trans. Image Process. 32 (2023)
Li Yang, Qifan Wang, Jingang Wang, Xiaojun Quan, Fuli Feng, Yu Chen, Madian Khabsa, Sinong Wang, Zenglin Xu, Dongfang Liu
MixPAVE: Mix-Prompt Tuning for Few-shot Product Attribute Value Extraction. ACL (Findings) (2023)
Yiming Cui, Cheng Han, Dongfang Liu
CML-MOTS: Collaborative Multi-task Learning for Multi-Object Tracking and Segmentation. CoRR (2023)
Cheng Han, Qifan Wang, Yiming Cui, Zhiwen Cao, Wenguan Wang, Siyuan Qi, Dongfang Liu
E^2VPT: An Effective and Efficient Approach for Visual Prompt Tuning. CoRR (2023)
Zheyun Qin, Xiankai Lu, Xiushan Nie, Dongfang Liu, Yilong Yin, Wenguan Wang
Coarse-to-Fine Video Instance Segmentation With Factorized Conditional Appearance Flows. IEEE CAA J. Autom. Sinica 10 (5) (2023)
Liang Zhao, Dongfang Liu, Jinfeng Gao, Xinyao Geng, Jiaxu Yang
The Impact of Counselor E-Leadership on Student Followership Based on Social Information Processing Theory. ICIEAI (2023)
Hongye Xu, Dongfang Liu, Cory E. Merkel, Michael Zuzak
Exploiting Logic Locking for a Neural Trojan Attack on Machine Learning Accelerators. ACM Great Lakes Symposium on VLSI (2023)
James Liang, Yiming Cui, Qifan Wang, Tong Geng, Wenguan Wang, Dongfang Liu
ClusterFomer: Clustering As A Universal Visual Learner. NeurIPS (2023)
Zhiyuan Cheng, James Liang, Guanhong Tao, Dongfang Liu, Xiangyu Zhang
Adversarial Training of Self-supervised Monocular Depth Estimation against Physical-World Attacks. ICLR (2023)
Cheng Han, Qifan Wang, Yiming Cui, Zhiwen Cao, Wenguan Wang, Siyuan Qi, Dongfang Liu
VPT: An Effective and Efficient Approach for Visual Prompt Tuning. ICCV (2023)
Dariush Bodaghi, Yuxing Wang, Geng Liu, Dongfang Liu, Qian Xue, Xudong Zheng
Deciphering the connection between upstream obstacles, wake structures, and root signals in seal whisker array sensing using interpretable neural networks. Frontiers Robotics AI 10 (2023)
Shaohua Dong, Yunhe Feng, Qing Yang, Yan Huang, Dongfang Liu, Heng Fan
Efficient Multimodal Semantic Segmentation via Dual-Prompt Learning. CoRR (2023)
Zhiyuan Cheng, James Liang, Guanhong Tao, Dongfang Liu, Xiangyu Zhang
Adversarial Training of Self-supervised Monocular Depth Estimation against Physical-World Attacks. CoRR (2023)
Yawen Lu, Qifan Wang, Siqi Ma, Tong Geng, Yingjie Victor Chen, Huaijin Chen, Dongfang Liu
TransFlow: Transformer as Flow Learner. CoRR (2023)
Liqi Yan, Cheng Han, Zenglin Xu, Dongfang Liu, Qifan Wang
Prompt Learns Prompt: Exploring Knowledge-Aware Generative Prompt Collaboration For Video Captioning. IJCAI (2023)
James Chenhao Liang, Tianfei Zhou, Dongfang Liu, Wenguan Wang
CLUSTSEG: Clustering for Universal Segmentation. ICML (2023)
Zhiyuan Cheng, Hongjun Choi, James Liang, Shiwei Feng, Guanhong Tao, Dongfang Liu, Michael Zuzak, Xiangyu Zhang
Fusion is Not Enough: Single-Modal Attacks to Compromise Fusion Models in Autonomous Driving. CoRR (2023)
Dongfang Liu, James Liang, Tony Geng, Alexander C. Loui, Tianfei Zhou
Tripartite Feature Enhanced Pyramid Network for Dense Prediction. IEEE Trans. Image Process. 32 (2023)
Wenguan Wang, Cheng Han, Tianfei Zhou, Dongfang Liu
Visual Recognition with Deep Nearest Centroids. ICLR (2023)
James Chenhao Liang, Yiming Cui, Qifan Wang, Tong Geng, Wenguan Wang, Dongfang Liu
ClusterFormer: Clustering As A Universal Visual Learner. CoRR (2023)
Zhiwen Cao, Dongfang Liu, Qifan Wang, Yingjie Chen
Towards Unbiased Label Distribution Learning for Facial Pose Estimation Using Anisotropic Spherical Gaussian. CoRR (2022)
Zhiwen Cao, Dongfang Liu, Qifan Wang, Yingjie Chen
Towards Unbiased Label Distribution Learning for Facial Pose Estimation Using Anisotropic Spherical Gaussian. ECCV (12) (2022)
Liqi Yan, Siqi Ma, Qifan Wang, Yingjie Victor Chen, Xiangyu Zhang, Andreas E. Savakis, Dongfang Liu
Video Captioning Using Global-Local Representation. IEEE Trans. Circuits Syst. Video Technol. 32 (10) (2022)
Zhiyuan Cheng, James Liang, Hongjun Choi, Guanhong Tao, Zhiwen Cao, Dongfang Liu, Xiangyu Zhang
Physical Attack on Monocular Depth Estimation with Optimal Adversarial Patches. CoRR (2022)
Alireza Naghizadeh, Wei-chung Tsao, Jong Hyun Cho, Hongye Xu, Mohab Mohamed, Dali Li, Wei Xiong, Dimitris N. Metaxas, Carlos A. Ramos, Dongfang Liu
In vitro machine learning-based CAR T immunological synapse quality measurements correlate with patient clinical outcomes. PLoS Comput. Biol. 18 (3) (2022)
Wenguan Wang, Cheng Han, Tianfei Zhou, Dongfang Liu
Visual Recognition with Deep Nearest Centroids. CoRR (2022)
Liqi Yan, Qifan Wang, Yiming Cui, Fuli Feng, Xiaojun Quan, Xiangyu Zhang, Dongfang Liu
GL-RG: Global-Local Representation Granularity for Video Captioning. IJCAI (2022)
Xiaolei Guo, Dayu Wan, Dongfang Liu, Christos Mousas, Yingjie Chen
HAVIT: A VR-Based Platform to Support Human-Autonomous Vehicle Interaction Study. HCI (34) (2022)
Qifan Wang, Yi Fang, Anirudh Ravula, Ruining He, Bin Shen, Jingang Wang, Xiaojun Quan, Dongfang Liu
Deep Partial Multiplex Network Embedding. WWW (Companion Volume) (2022)
Qifan Wang, Li Yang, Xiaojun Quan, Fuli Feng, Dongfang Liu, Zenglin Xu, Sinong Wang, Hao Ma
Learning to Generate Question by Asking Question: A Primal-Dual Approach with Uncommon Word Generation. EMNLP (2022)
Yiming Cui, Zhiwen Cao, Yixin Xie, Xingyu Jiang, Feng Tao, Yingjie Victor Chen, Lin Li, Dongfang Liu
DG-Labeler and DGL-MOTS Dataset: Boost the Autonomous Driving Perception. WACV (2022)
Liqi Yan, Qifan Wang, Yiming Cui, Fuli Feng, Xiaojun Quan, Xiangyu Zhang, Dongfang Liu
GL-RG: Global-Local Representation Granularity for Video Captioning. CoRR (2022)
Qifan Wang, Yi Fang, Anirudh Ravula, Fuli Feng, Xiaojun Quan, Dongfang Liu
WebFormer: The Web-page Transformer for Structure Information Extraction. WWW (2022)
Wenguan Wang, James Liang, Dongfang Liu
Learning Equivariant Segmentation with Instance-Unique Querying. NeurIPS (2022)
Zhiyuan Cheng, James Liang, Hongjun Choi, Guanhong Tao, Zhiwen Cao, Dongfang Liu, Xiangyu Zhang
Physical Attack on Monocular Depth Estimation with Optimal Adversarial Patches. ECCV (38) (2022)
Qifan Wang, Yi Fang, Anirudh Ravula, Fuli Feng, Xiaojun Quan, Dongfang Liu
WebFormer: The Web-page Transformer for Structure Information Extraction. CoRR (2022)
Qifan Wang, Yi Fang, Anirudh Ravula, Ruining He, Bin Shen, Jingang Wang, Xiaojun Quan, Dongfang Liu
Deep Partial Multiplex Network Embedding. CoRR (2022)
Wenguan Wang, James Liang, Dongfang Liu
Learning Equivariant Segmentation with Instance-Unique Querying. CoRR (2022)
James Liang, Yuxing Wang, Yingjie Chen, Baijian Justin Yang, Dongfang Liu
A Triangulation-Based Visual Localization for Field Robots. IEEE CAA J. Autom. Sinica 9 (6) (2022)
Alireza Naghizadeh, Hongye Xu, Mohab Mohamed, Dimitris N. Metaxas, Dongfang Liu
Semantic Aware Data Augmentation for Cell Nuclei Microscopical Images with Artificial Neural Networks. ICCV (2021)
Alireza Naghizadeh, Dimitris N. Metaxas, Dongfang Liu
Greedy auto-augmentation for n-shot learning using deep neural networks. Neural Networks 135 (2021)
Dongfang Liu, Yiming Cui, Liqi Yan, Christos Mousas, Baijian Yang, Yingjie Victor Chen
DenserNet: Weakly Supervised Visual Localization Using Multi-Scale Feature Aggregation. AAAI (2021)
Zhiwen Cao, Zongcheng Chu, Dongfang Liu, Yingjie Victor Chen
A Vector-based Representation to Enhance Head Pose Estimation. WACV (2021)
Liqi Yan, Yiming Cui, Yingjie Victor Chen, Dongfang Liu
Hierarchical Attention Fusion for Geo-Localization. CoRR (2021)
Dongfang Liu, Yiming Cui, Wenbo Tan, Yingjie Victor Chen
SG-Net: Spatial Granularity Network for One-Stage Video Instance Segmentation. CVPR (2021)
Yiming Cui, Liqi Yan, Zhiwen Cao, Dongfang Liu
TF-Blender: Temporal Feature Blender for Video Object Detection. CoRR (2021)
Dongfang Liu, Weidong Huang, Guangjun Xing
Research on 5G Technology Competition Situation Based on Patent Analysis. ICAIIS (2021)
Yiming Cui, Zhiwen Cao, Yixin Xie, Xingyu Jiang, Feng Tao, Yingjie Chen, Lin Li, Dongfang Liu
DG-Labeler and DGL-MOTS Dataset: Boost the Autonomous Driving Perception. CoRR (2021)
Liqi Yan, Yiming Cui, Yingjie Victor Chen, Dongfang Liu
Hierarchical Attention Fusion for Geo-Localization. ICASSP (2021)
Dongfang Liu, Yiming Cui, Wenbo Tan, Yingjie Victor Chen
SG-Net: Spatial Granularity Network for One-Stage Video Instance Segmentation. CoRR (2021)
Yiming Cui, Liqi Yan, Zhiwen Cao, Dongfang Liu
TF-Blender: Temporal Feature Blender for Video Object Detection. ICCV (2021)
Zhiwen Cao, Zongcheng Chu, Dongfang Liu, Yingjie Victor Chen
A Vector-based Representation to Enhance Head Pose Estimation. CoRR (2020)
Dongfang Liu, Yiming Cui, Xiaolei Guo, Wei Ding, Baijian Yang, Yingjie Victor Chen
Visual Localization for Autonomous Driving: Mapping the Accurate Location in the City Maze. CoRR (2020)
Dongfang Liu, Yiming Cui, Liqi Yan, Christos Mousas, Baijian Yang, Yingjie Victor Chen
DenserNet: Weakly Supervised Visual Localization Using Multi-scale Feature Aggregation. CoRR (2020)
Ana Fiona Dalipi, Dongfang Liu, Xiaolei Guo, Yingjie Victor Chen, Christos Mousas
VR-PAVIB: The Virtual Reality Pedestrian-Autonomous Vehicle Interaction Benchmark. AutomotiveUI (adjunct) (2020)
Dongfang Liu, Yiming Cui, Yingjie Victor Chen, Jiyong Zhang, Bin Fan
Video object detection for autonomous driving: Motion-aid feature calibration. Neurocomputing 409 (2020)
Liqi Yan, Dongfang Liu, Yaoxian Song, Changbin Yu
Multimodal Aggregation Approach for Memory Vision-Voice Indoor Navigation with Meta-Learning. CoRR (2020)
Dongfang Liu, Yiming Cui, Zhiwen Cao, Yingjie Victor Chen
Indoor Navigation for Mobile Agents: A Multimodal Vision Fusion Model. IJCNN (2020)
Dongfang Liu, Yaqin Wang, Eric T. Matson
Object Detection for Autonomous Driving: Motion-aid Feature Calibration Network. ICAART (2) (2020)
Liqi Yan, Dongfang Liu, Yaoxian Song, Changbin Yu
Multimodal Aggregation Approach for Memory Vision-Voice Indoor Navigation with Meta-Learning. IROS (2020)
Dongfang Liu, Yaqin Wang, Tian Chen, Eric T. Matson
Accurate Lane Detection for Self-Driving Cars: An Approach Based on Color Filter Adjustment and K-Means Clustering Filter. Int. J. Semantic Comput. 14 (1) (2020)
Dongfang Liu, Yiming Cui, Xiaolei Guo, Wei Ding, Baijian Yang, Yingjie Victor Chen
Visual Localization for Autonomous Driving: Mapping the Accurate Location in the City Maze. ICPR (2020)
Dongfang Liu, Yiming Cui, Zhiwen Cao, Yingjie Victor Chen
A Large-scale Simulation Dataset: Boost the Detection Accuracy for Special Weather Conditions. IJCNN (2020)
Yaqin Wang, Dongfang Liu, Hyewon Jeon, Zhiwei Chu, Eric T. Matson
End-to-end Learning Approach for Autonomous Driving: A Convolutional Neural Network Model. ICAART (2) (2019)
Dongfang Liu, Yaqin Wang, Tian Chen, Eric T. Matson
Application of Color Filter Adjustment and K-Means Clustering Method in Lane Detection for Self-Driving Cars. IRC (2019)
Dongfang Liu, Yaqin Wang, Kar Ee Ho, Zhiwei Chu, Eric Matson
Virtual World Bridges the Real Challenge: Automated Data Generation for Autonomous Driving. IV (2019)
Wun-Cheol Jeong, Dongfang Liu, Jong-Moon Chung
Outage Capacity Analysis of MIMO Macro-Selection Systems. IEICE Trans. Commun. (6) (2006)
Jong-Moon Chung, Dongfang Liu, Krishnaveni Ramasamy, Sriram Varadarajan
OFDM frame synchronization in slotted ALOHA mobile communication systems. VTC Fall (2001)