Evaluation of super-voxel methods for early video processing. - Chenliang Xu; Jason J. Corso (CVPR, 2012)

Streaming Hierarchical Video Segmentation. - Chenliang Xu; Caiming Xiong; Jason J. Corso (ECCV (6), 2012)

TRECVID 2012 GENIE: Multimedia Event Detection and Recounting. - A. G. Amitha Perera; Sangmin Oh; Megha Pandey; Tianyang Ma; Anthony Hoogs; Arash Vahdat; Kevin J. Cannons; Hossein Hajimirsadeghi; Greg Mori; Scott McCloskey; Ben Miller; Sharath Venkatesha; et al. (TRECVID, 2012)

A Thousand Frames in Just a Few Words: Lingual Description of Videos through Latent Topics and Sparse Object Stitching. - Pradipto Das; Chenliang Xu; Richard F. Doell; Jason J. Corso (CVPR, 2013)

Flattening Supervoxel Hierarchies by the Uniform Entropy Slice. - Chenliang Xu; Spencer Whitt; Jason J. Corso (ICCV, 2013)

Are Actor and Action Semantics Retained in Video Supervoxel Segmentation? - Chenliang Xu; Richard F. Doell; Stephen Jose Hanson; Catherine Hanson; Jason J. Corso (ICSC, 2013)

TRECVID 2013 GENIE: Multimedia Event Detection and Recounting. - Sangmin Oh; A. G. Amitha Perera; Ilseo Kim; Megha Pandey; Kevin J. Cannons; Hossein Hajimirsadeghi; Arash Vahdat; Greg Mori; Ben Miller; Scott McCloskey; You-Chi Cheng; Zhen Huang 001; et al. (TRECVID, 2013)

A Study of Actor and Action Semantic retention in Video Supervoxel Segmentation. - Chenliang Xu; Richard F. Doell; Stephen José Hanson; Catherine Hanson; Jason J. Corso (Int. J. Semantic Comput., 2013)

Can humans fly? Action understanding with multiple classes of actors. - Chenliang Xu; Shao-Hang Hsieh; Caiming Xiong; Jason J. Corso (CVPR, 2015)

Actor-Action Semantic Segmentation with Grouping Process Models. - Chenliang Xu; Jason J. Corso (CVPR, 2016)

Image Caption Generation with Text-Conditional Semantic Attention. - Luowei Zhou; Chenliang Xu; Parker A. Koch; Jason J. Corso (CoRR, 2016)

LIBSVX: A Supervoxel Library and Benchmark for Early Video Processing. - Chenliang Xu; Jason J. Corso (Int. J. Comput. Vis., 2016)

Scale-Adaptive Video Understanding. - Chenliang Xu (2016)

Weakly Supervised Actor-Action Segmentation via Robust Multi-task Ranking. - Yan Yan 002; Chenliang Xu; Dawen Cai; Jason J. Corso (CVPR, 2017)

Deep Cross-Modal Audio-Visual Generation. - Lele Chen; Sudhanshu Srivastava; Zhiyao Duan; Chenliang Xu (ACM Multimedia (Thematic Workshops), 2017)

Watch What You Just Said: Image Captioning with Text-Conditional Attention. - Luowei Zhou; Chenliang Xu; Parker A. Koch; Jason J. Corso (ACM Multimedia (Thematic Workshops), 2017)

TricorNet: A Hybrid Temporal Convolutional and Recurrent Network for Video Action Segmentation. - Li Ding 010; Chenliang Xu (CoRR, 2017)

Action Understanding with Multiple Classes of Actors. - Chenliang Xu; Caiming Xiong; Jason J. Corso (CoRR, 2017)

ProcNets: Learning to Segment Procedures in Untrimmed and Unconstrained Videos. - Luowei Zhou; Chenliang Xu; Jason J. Corso (CoRR, 2017)

Dancelets Mining for Video Recommendation Based on Dance Styles. - Tingting Han 003; Hongxun Yao; Chenliang Xu; Xiaoshuai Sun; Yanhao Zhang 001; Jason J. Corso (IEEE Trans. Multim., 2017)

Towards Automatic Learning of Procedures From Web Instructional Videos. - Luowei Zhou; Chenliang Xu; Jason J. Corso (AAAI, 2018)

Weakly-Supervised Action Segmentation With Iterative Soft Boundary Assignment. - Li Ding 010; Chenliang Xu (CVPR, 2018)

Lip Movements Generation at a Glance. - Lele Chen; Zhiheng Li 002; Ross K. Maddox; Zhiyao Duan; Chenliang Xu (ECCV (7), 2018)

Audio-Visual Event Localization in Unconstrained Videos. - Yapeng Tian; Jing Shi 005; Bochen Li; Zhiyao Duan; Chenliang Xu (ECCV (2), 2018)

Generating Talking Face Landmarks from Speech. - Sefik Emre Eskimez; Ross K. Maddox; Chenliang Xu; Zhiyao Duan (LVA/ICA, 2018)

MRI tumor segmentation with densely connected 3D CNN. - Lele Chen; Yue Wu; Adora M. DSouza; Anas Z. Abidin; Axel Wismüller; Chenliang Xu (Image Processing, 2018)

Improving Text-Based Person Search by Spatial Matching and Adaptive Threshold. - Tianlang Chen; Chenliang Xu; Jiebo Luo 001 (WACV, 2018)

Navigation by Imitation in a Pedestrian-Rich Environment. - Jing Bi 002; Tianyou Xiao; Qiuyue Sun; Chenliang Xu (CoRR, 2018)

How to Make a BLT Sandwich? Learning to Reason towards Understanding Web Instructional Videos. - Shaojie Wang; Wentian Zhao; Ziyi Kou; Chenliang Xu (CoRR, 2018)

An Attempt towards Interpretable Audio-Visual Video Captioning. - Yapeng Tian; Chenxiao Guan; Justin Goodman; Marc Moore; Chenliang Xu (CoRR, 2018)

Dynamic Graph Modules for Modeling Higher-Order Interactions in Activity Recognition. - Hao Huang 003; Luowei Zhou; Wei Zhang; Chenliang Xu (CoRR, 2018)

Dynamic Graph Modules for Modeling Object-Object Interactions in Activity Recognition. - Hao Huang 003; Luowei Zhou; Wei Zhang; Jason J. Corso; Chenliang Xu (BMVC, 2019)

Not All Frames Are Equal: Weakly-Supervised Video Grounding With Contextual Similarity and Visual Clustering Losses. - Jing Shi 005; Jia Xu; Boqing Gong; Chenliang Xu (CVPR, 2019)

Hierarchical Cross-Modal Talking Face Generation With Dynamic Pixel-Wise Loss. - Lele Chen; Ross K. Maddox; Zhiyao Duan; Chenliang Xu (CVPR, 2019)

Sound to Visual: Hierarchical Cross-Modal Talking Face Generation. - Lele Chen; Haitian Zheng; Ross K. Maddox; Zhiyao Duan; Chenliang Xu (CVPR Workshops, 2019)

NTIRE 2019 Challenge on Video Super-Resolution: Methods and Results. - Seungjun Nah; Radu Timofte; Shuhang Gu; Sungyong Baik; Seokil Hong; Gyeongsik Moon; Sanghyun Son 002; Kyoung Mu Lee; Xintao Wang 002; Kelvin C. K. Chan; Ke Yu; Chao Dong 005; et al. (CVPR Workshops, 2019)

Audio-Visual Event Localization in the Wild. - Yapeng Tian; Jing Shi 005; Bochen Li; Zhiyao Duan; Chenliang Xu (CVPR Workshops, 2019)

Audio-Visual Interpretable and Controllable Video Captioning. - Yapeng Tian; Chenxiao Guan; Justin Goodman; Marc Moore; Chenliang Xu (CVPR Workshops, 2019)

Single Image 3D Vehicle Pose Estimation for Augmented Reality. - Yawen Lu; Sophia Kourian; Carl Salvaggio; Chenliang Xu; Guoyu Lu (GlobalSIP, 2019)

GAN-EM: GAN Based EM Learning Framework. - Wentian Zhao; Shaojie Wang; Zhihuai Xie; Jing Shi 005; Chenliang Xu (IJCAI, 2019)

3D Human Avatar Digitization from a Single Image. - Zhong Li; Lele Chen; Celong Liu; Yu Gao; Yuanzhou Ha; Chenliang Xu; Shuxue Quan; Yi Xu 002 (VRCAI, 2019)

Hierarchical Cross-Modal Talking Face Generationwith Dynamic Pixel-Wise Loss. - Lele Chen; Ross K. Maddox; Zhiyao Duan; Chenliang Xu (CoRR, 2019)

Unsupervised Pose Flow Learning for Pose Guided Synthesis. - Haitian Zheng; Lele Chen; Chenliang Xu; Jiebo Luo 001 (CoRR, 2019)

Weakly Supervised Object Localization with Inter-Intra Regulated CAMs. - Guofeng Cui; Ziyi Kou; Shaojie Wang; Wentian Zhao; Chenliang Xu (CoRR, 2019)

Deep Audio Prior. - Yapeng Tian; Chenliang Xu; Dingzeyu Li (CoRR, 2019)

Online Audio-Visual Source Association for Chamber Music Performances. - Bochen Li; Karthik Dinesh; Chenliang Xu; Gaurav Sharma 001; Zhiyao Duan (Trans. Int. Soc. Music. Inf. Retr., 2019)

Learning from Interventions Using Hierarchical Policies for Safe Learning. - Jing Bi 002; Vikas Dhiman; Tianyou Xiao; Chenliang Xu (AAAI, 2020)

A Benchmark and Baseline for Language-Driven Image Editing. - Jing Shi 005; Ning Xu 007; Trung Bui; Franck Dernoncourt; Zheng Wen; Chenliang Xu (ACCV (6), 2020)

Learning a Weakly-Supervised Video Actor-Action Segmentation Model With a Wise Selection. - Jie Chen; Zhiheng Li 002; Jiebo Luo 001; Chenliang Xu (CVPR, 2020)

Deep Grouping Model for Unified Perceptual Parsing. - Zhiheng Li 002; Wenxuan Bao; Jiayang Zheng; Chenliang Xu (CVPR, 2020)

TDAN: Temporally-Deformable Alignment Network for Video Super-Resolution. - Yapeng Tian; Yulun Zhang 001; Yun Fu 001; Chenliang Xu (CVPR, 2020)

Zooming Slow-Mo: Fast and Accurate One-Stage Space-Time Video Super-Resolution. - Xiaoyu Xiang; Yapeng Tian; Yulun Zhang 001; Yun Fu 001; Jan P. Allebach; Chenliang Xu (CVPR, 2020)

Talking-Head Generation with Rhythmic Head Motion. - Lele Chen; Guofeng Cui; Celong Liu; Zhong Li; Ziyi Kou; Yi Xu 002; Chenliang Xu (ECCV (9), 2020)

Unified Multisensory Perception: Weakly-Supervised Audio-Visual Video Parsing. - Yapeng Tian; Dingzeyu Li; Chenliang Xu (ECCV (3), 2020)

End-To-End Generation of Talking Faces from Noisy Speech. - Sefik Emre Eskimez; Ross K. Maddox; Chenliang Xu; Zhiyao Duan (ICASSP, 2020)

TailorGAN: Making User-Defined Fashion Designs. - Lele Chen; Justin Tian; Guo Li; Cheng-Haw Wu; Erh-Kan King; Kuan-Ting Chen; Shao-Hang Hsieh; Chenliang Xu (WACV, 2020)

Assembling Semantically-Disentangled Representations for Predictive-Generative Models via Adaptation from Synthetic Domain. - Burkay Donderici; Caleb New; Chenliang Xu (CoRR, 2020)

What comprises a good talking-head video generation?: A Survey and Benchmark. - Lele Chen; Guofeng Cui; Ziyi Kou; Haitian Zheng; Chenliang Xu (CoRR, 2020)

Graph Neural Network Based Coarse-Grained Mapping Prediction. - Zhiheng Li 002; Geemi P. Wellawatte; Maghesree Chakraborty; Heta A. Gandhi; Chenliang Xu; Andrew D. White (CoRR, 2020)

Actor-Action Video Classification CSC 249/449 Spring 2020 Challenge Report. - Jing Shi 005; Zhiheng Li 002; Haitian Zheng; Yihang Xu; Tianyou Xiao; Weitao Tan; Xiaoning Guo; Sizhe Li; Bin Yang; Zhexin Xu; Ruitao Lin; Zhongkai Shangguan; et al. (CoRR, 2020)

Cubic Spline Smoothing Compensation for Irregularly Sampled Sequences. - Jing Shi 005; Jing Bi 002; Yingru Liu; Chenliang Xu (CoRR, 2020)

A Weakly Supervised Multi-task Ranking Framework for Actor-Action Semantic Segmentation. - Yan Yan 002; Chenliang Xu; Dawen Cai; Jason J. Corso (Int. J. Comput. Vis., 2020)

Noise-Resilient Training Method for Face Landmark Generation From Speech. - Sefik Emre Eskimez; Ross K. Maddox; Chenliang Xu; Zhiyao Duan (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

Space-Time Memory Network for Sounding Object Localization in Videos. - Sizhe Li; Yapeng Tian; Chenliang Xu (BMVC, 2021)

Learning by Planning: Language-Guided Global Image Editing. - Jing Shi 005; Ning Xu 007; Yihang Xu; Trung Bui; Franck Dernoncourt; Chenliang Xu (CVPR, 2021)

High-Fidelity Face Tracking for AR/VR via Deep Lighting Adaptation. - Lele Chen; Chen Cao 001; Fernando De la Torre; Jason M. Saragih; Chenliang Xu; Yaser Sheikh (CVPR, 2021)

Cyclic Co-Learning of Sounding Object Visual Grounding and Sound Separation. - Yapeng Tian; Di Hu 001; Chenliang Xu (CVPR, 2021)

Can Audio-Visual Integration Strengthen Robustness Under Multimodal Attacks? - Yapeng Tian; Chenliang Xu (CVPR, 2021)

A Simple Baseline for Weakly-Supervised Scene Graph Generation. - Jing Shi 005; Yiwu Zhong; Ning Xu 007; Yin Li 003; Chenliang Xu (ICCV, 2021)

Procedure Planning in Instructional Videos via Contextual Modeling and Model-based Policy Learning. - Jing Bi 002; Jiebo Luo 001; Chenliang Xu (ICCV, 2021)

Explaining Local, Global, And Higher-Order Interactions In Deep Learning. - Samuel Lerman; Charles Venuto; Henry A. Kautz; Chenliang Xu (ICCV, 2021)

Discover the Unknown Biased Attribute of an Image Classifier. - Zhiheng Li 002; Chenliang Xu (ICCV, 2021)

Learning to Generate Scene Graph from Natural Language Supervision. - Yiwu Zhong; Jing Shi 005; Jianwei Yang; Chenliang Xu; Yin Li 003 (ICCV, 2021)

Improve CAM with Auto-adapted Segmentation and Co-supervised Augmentation. - Ziyi Kou; Guofeng Cui; Shaojie Wang; Wentian Zhao; Chenliang Xu (WACV, 2021)

How to Make a BLT Sandwich? Learning VQA towards Understanding Web Instructional Videos. - Shaojie Wang; Wentian Zhao; Ziyi Kou; Jing Shi 005; Chenliang Xu (WACV, 2021)

Animated 3D human avatars from a single image with GAN-based texture inference. - Zhong Li; Lele Chen; Celong Liu; Fuyao Zhang; Zekun Li 011; Yu Gao; Yuanzhou Ha; Chenliang Xu; Shuxue Quan; Yi Xu 002 (Comput. Graph., 2021)

Zooming SlowMo: An Efficient One-Stage Framework for Space-Time Video Super-Resolution. - Xiaoyu Xiang; Yapeng Tian; Yulun Zhang 001; Yun Fu 001; Jan P. Allebach; Chenliang Xu (CoRR, 2021)

SpaceEdit: Learning a Unified Editing Space for Open-Domain Image Editing. - Jing Shi 005; Ning Xu 007; Haitian Zheng; Alex Smith; Jiebo Luo 001; Chenliang Xu (CoRR, 2021)

Anomaly Crossing: A New Method for Video Anomaly Detection as Cross-domain Few-shot Learning. - Guangyu Sun; Zhang Liu; Lianggong Wen; Jing Shi 005; Chenliang Xu (CoRR, 2021)

Structured and Consistent Multi-Layer Multi-Kernel Subtask Correction Filter Tracker. - Baojie Fan; Yang Cong; Yandong Tang; Jiandong Tian; Chenliang Xu (IEEE Trans. Circuits Syst. Video Technol., 2021)

Pose Flow Learning From Person Images for Pose Guided Synthesis. - Haitian Zheng; Lele Chen; Chenliang Xu; Jiebo Luo 001 (IEEE Trans. Image Process., 2021)

SpaceEdit: Learning a Unified Editing Space for Open-Domain Image Color Editing. - Jing Shi 005; Ning Xu 007; Haitian Zheng; Alex Smith; Jiebo Luo 001; Chenliang Xu (CVPR, 2022)

Transformer-empowered Multi-scale Contextual Matching and Aggregation for Multi-contrast MRI Super-resolution. - Guangyuan Li; Jun Lv; Yapeng Tian; Qi Dou 001; Chengyan Wang; Chenliang Xu; Jing Qin 001 (CVPR, 2022)

StyleT2I: Toward Compositional and High-Fidelity Text-to-Image Synthesis. - Zhiheng Li 002; Martin Renqiang Min; Kai Li 012; Chenliang Xu (CVPR, 2022)

Learning to Answer Questions in Dynamic Audio-Visual Scenarios. - Guangyao Li; Yake Wei; Yapeng Tian; Chenliang Xu; Ji-Rong Wen; Di Hu 001 (CVPR, 2022)

Discover and Mitigate Unknown Biases with Debiasing Alternate Networks. - Zhiheng Li 002; Anthony Hoogs; Chenliang Xu (ECCV (13), 2022)

Cross-modal Contrastive Distillation for Instructional Activity Anticipation. - Zhengyuan Yang; Jingen Liu; Jing Huang 019; Xiaodong He 001; Tao Mei 001; Chenliang Xu; Jiebo Luo 001 (ICPR, 2022)

Face Forgery Detection via Symmetric Transformer. - Luchuan Song; Xiaodan Li; Zheng Fang; Zhenchao Jin; Yuefeng Chen; Chenliang Xu (ACM Multimedia, 2022)

Egocentric Audio-Visual Object Localization. - Chao Huang 008; Yapeng Tian; Anurag Kumar; Chenliang Xu (CVPR, 2023)

A Whac-A-Mole Dilemma: Shortcuts Come in Multiples Where Mitigating One Amplifies Others. - Zhiheng Li 002; Ivan Evtimov; Albert Gordo; Caner Hazirbas; Tal Hassner; Cristian Canton-Ferrer; Chenliang Xu; Mark Ibrahim (CVPR, 2023)

Emotional Listener Portrait: Realistic Listener Motion Simulation in Conversation. - Luchuan Song; Guojun Yin; Zhenchao Jin; Xiaoyi Dong; Chenliang Xu (ICCV, 2023)

AV-NeRF: Learning Neural Fields for Real-World Audio-Visual Scene Synthesis. - Susan Liang; Chao Huang 008; Yapeng Tian; Anurag Kumar; Chenliang Xu (NeurIPS, 2023)

PEANUT: A Human-AI Collaborative Tool for Annotating Audio-Visual Data. - Zheng Zhang 043; Zheng Ning; Chenliang Xu; Yapeng Tian; Toby Jia-Jun Li (UIST, 2023)

Improving Adversarial Transferability with Scheduled Step Size and Dual Example. - Zeliang Zhang; Peihan Liu; Xiaosen Wang; Chenliang Xu (CoRR, 2023)

Training Neural Networks without Backpropagation: A Deeper Dive into the Likelihood Ratio Method. - Jinyang Jiang 001; Zeliang Zhang; Chenliang Xu; Zhaofei Yu; Yijie Peng (CoRR, 2023)

Unveiling Cross Modality Bias in Visual Question Answering: A Causal View with Possible Worlds VQA. - Ali Vosoughi; Shijian Deng; Songyang Zhang; Yapeng Tian; Chenliang Xu; Jiebo Luo 001 (CoRR, 2023)

DAVIS: High-Quality Audio-Visual Separation with Generative Diffusion Models. - Chao Huang 008; Susan Liang; Yapeng Tian; Anurag Kumar; Chenliang Xu (CoRR, 2023)

Neural Acoustic Context Field: Rendering Realistic Room Impulse Response With Neural Fields. - Susan Liang; Chao Huang 008; Yapeng Tian; Anurag Kumar; Chenliang Xu (CoRR, 2023)

Emotional Listener Portrait: Neural Listener Head Generation with Emotion. - Luchuan Song; Guojun Yin; Zhenchao Jin; Xiaoyi Dong; Chenliang Xu (CoRR, 2023)

MISAR: A Multimodal Instructional System with Augmented Reality. - Jing Bi 002; Nguyen Manh Nguyen; Ali Vosoughi; Chenliang Xu (CoRR, 2023)

Separating Invisible Sounds Toward Universal Audiovisual Scene-Aware Sound Separation. - Yiyang Su; Ali Vosoughi; Shijian Deng; Yapeng Tian; Chenliang Xu (CoRR, 2023)

Scalable CP Decomposition for Tensor Learning using GPU Tensor Cores. - Zeliang Zhang; Zhuo Liu; Susan Liang; Zhiyuan Wang; Yifan Zhu 003; Chen Ding 001; Chenliang Xu (CoRR, 2023)

Video Understanding with Large Language Models: A Survey. - Yunlong Tang 002; Jing Bi 002; Siting Xu; Luchuan Song; Susan Liang; Teng Wang; Daoan Zhang; Jie An 002; Jingyang Lin; Rongyi Zhu; Ali Vosoughi; Chao Huang 008; et al. (CoRR, 2023)

Rapid runtime learning by curating small datasets of high-quality items obtained from memory. - Joseph German; Guofeng Cui; Chenliang Xu; Robert A. Jacobs (PLoS Comput. Biol., 2023)

High-Quality Visually-Guided Sound Separation from Diverse Categories. - Chao Huang 008; Susan Liang; Yapeng Tian; Anurag Kumar; Chenliang Xu (ACCV (6), 2024)

Language-Guided Joint Audio-Visual Editing via One-Shot Adaptation. - Susan Liang; Chao Huang 008; Yapeng Tian; Anurag Kumar; Chenliang Xu (ACCV (6), 2024)

Discover and Mitigate Multiple Biased Subgroups in Image Classifiers. - Zeliang Zhang; Mingqian Feng; Zhiheng Li 002; Chenliang Xu (CVPR, 2024)

Learning to Transform Dynamically for Better Adversarial Transferability. - Rongyi Zhu; Zeliang Zhang; Zhuo Liu; Chenliang Xu; Susan Liang (CVPR, 2024)

Random Smooth-based Certified Defense against Text Adversarial Attack. - Zeliang Zhang; Wei Yao 017; Susan Liang; Chenliang Xu (EACL (Findings), 2024)

Modeling and Driving Human Body Soundfields Through Acoustic Primitives. - Chao Huang; Dejan Markovic; Chenliang Xu; Alexander Richard (ECCV (10), 2024)

Tri2-plane: Thinking Head Avatar via Feature Pyramid. - Luchuan Song; Pinxin Liu; Lele Chen; Guojun Yin; Chenliang Xu (ECCV (38), 2024)

Can CLIP Count Stars? An Empirical Study on Quantity Bias in CLIP. - Zeliang Zhang; Zhuo Liu; Mingqian Feng; Chenliang Xu (EMNLP (Findings), 2024)

Adaptive Super Resolution for One-Shot Talking-Head Generation. - Luchuan Song; Pinxin Liu; Guojun Yin; Chenliang Xu (ICASSP, 2024)

Learning Audio Concepts from Counterfactual Natural Language. - Ali Vosoughi; Luca Bondi; Ho-Hsiang Wu; Chenliang Xu (ICASSP, 2024)

One Forward is Enough for Neural Network Training via Likelihood Ratio Method. - Jinyang Jiang 001; Zeliang Zhang; Chenliang Xu; Zhaofei Yu; Yijie Peng (ICLR, 2024)

EAGLE: Egocentric AGgregated Language-video Engine. - Jing Bi 002; Yunlong Tang 002; Luchuan Song; Ali Vosoughi; Nguyen Nguyen; Chenliang Xu (ACM Multimedia, 2024)

OSCaR: Object State Captioning and State Change Representation. - Nguyen Nguyen; Jing Bi 002; Ali Vosoughi; Yapeng Tian; Pooyan Fazli; Chenliang Xu (NAACL-HLT (Findings), 2024)

TextToon: Real-Time Text Toonify Head Avatar from Single Video. - Luchuan Song; Lele Chen; Celong Liu; Pinxin Liu; Chenliang Xu (SIGGRAPH Asia, 2024)

Bag of Tricks to Boost Adversarial Transferability. - Zeliang Zhang; Rongyi Zhu; Wei Yao; Xiaosen Wang; Chenliang Xu (CoRR, 2024)

Tri2-plane: Volumetric Avatar Reconstruction with Feature Pyramid. - Luchuan Song; Pinxin Liu; Lele Chen; Celong Liu; Chenliang Xu (CoRR, 2024)

OSCaR: Object State Captioning and State Change Representation. - Nguyen Manh Nguyen; Jing Bi 002; Ali Vosoughi; Yapeng Tian; Pooyan Fazli; Chenliang Xu (CoRR, 2024)

Efficiently Leveraging Linguistic Priors for Scene Text Spotting. - Nguyen Nguyen; Yapeng Tian; Chenliang Xu (CoRR, 2024)

Approximated Likelihood Ratio: A Forward-Only and Parallel Framework for Boosting Neural Network Training. - Zeliang Zhang; Jinyang Jiang 001; Zhuo Liu; Susan Liang; Yijie Peng; Chenliang Xu (CoRR, 2024)

AVicuna: Audio-Visual LLM with Interleaver and Context-Boundary Alignment for Temporal Referential Dialogue. - Yunlong Tang 002; Daiki Shimada; Jing Bi 002; Chenliang Xu (CoRR, 2024)

Do More Details Always Introduce More Hallucinations in LVLM-based Image Captioning? - Mingqian Feng; Yunlong Tang 002; Zeliang Zhang; Chenliang Xu (CoRR, 2024)

Quadratic Is Not What You Need For Multimodal Large Language Models. - Phu Pham; Wentian Zhao; Kun Wan 001; Yu-Jhe Li; Zeliang Zhang; Daniel Miranda; Ajinkya Kale; Chenliang Xu (CoRR, 2024)

MMCOMPOSITION: Revisiting the Compositionality of Pre-trained Vision-Language Models. - Hang Hua; Yunlong Tang 002; Ziyun Zeng; Liangliang Cao; Zhengyuan Yang; Hangfeng He 001; Chenliang Xu; Jiebo Luo 001 (CoRR, 2024)

Will the Inclusion of Generated Data Amplify Bias Across Generations in Future Image Classification Models? - Zeliang Zhang; Xin Liang; Mingqian Feng; Susan Liang; Chenliang Xu (CoRR, 2024)

Scaling Concept With Text-Guided Diffusion Models. - Chao Huang 008; Susan Liang; Yunlong Tang 002; Yapeng Tian; Anurag Kumar; Chenliang Xu (CoRR, 2024)

Unveiling Visual Perception in Language Models: An Attention Head Analysis Approach. - Jing Bi 002; Junjia Guo; Yunlong Tang 002; Lianggong Bruce Wen; Zhang Liu; Chenliang Xu (CoRR, 2024)

Cross Modality Bias in Visual Question Answering: A Causal View With Possible Worlds VQA. - Ali Vosoughi; Shijian Deng; Songyang Zhang; Yapeng Tian; Chenliang Xu; Jiebo Luo 001 (IEEE Trans. Multim., 2024)

GaussianStyle: Gaussian Head Avatar via StyleGAN. - Pinxin Liu; Luchuan Song; Daoan Zhang; Yunlong Tang 002; Hang Hua; Huaijin Tu; Jiebo Luo 001; Chenliang Xu (3DV, 2025)

Empowering LLMs with Pseudo-Untrimmed Videos for Audio-Visual Temporal Understanding. - Yunlong Tang 002; Daiki Shimada; Jing Bi 002; Mingqian Feng; Hang Hua; Chenliang Xu (AAAI, 2025)

V2Xum-LLM: Cross-Modal Video Summarization with Temporal Prompt Instruction Tuning. - Hang Hua; Yunlong Tang 002; Chenliang Xu; Jiebo Luo 001 (AAAI, 2025)

CaRDiff: Video Salient Object Ranking Chain of Thought Reasoning for Saliency Prediction with Diffusion. - Yunlong Tang 002; Gen Zhan; Li Yang; Yiting Liao; Chenliang Xu (AAAI, 2025)

Diversifying the Expert Knowledge for Task-Agnostic Pruning in Sparse Mixture-of-Experts. - Zeliang Zhang; Xiaodong Liu 003; Hao Cheng 002; Chenliang Xu; Jianfeng Gao 001 (ACL (Findings), 2025)

Unveiling Visual Perception in Language Models: An Attention Head Analysis Approach. - Jing Bi 002; Junjia Guo; Yunlong Tang 002; Lianggong Bruce Wen; Zhang Liu; Bingjie Wang; Chenliang Xu (CVPR, 2025)

VidComposition: Can MLLMs Analyze Compositions in Compiled Videos? - Yunlong Tang 002; Junjia Guo; Hang Hua; Susan Liang; Mingqian Feng; Xinyang Li; Rui Mao 017; Chao Huang 008; Jing Bi 002; Zeliang Zhang; Pooyan Fazli; Chenliang Xu (CVPR, 2025)

Learning to Highlight Audio by Watching Movies. - Chao Huang; Ruohan Gao; J. M. F. Tsang; Jan Kurcius; Cagdas Bilen; Chenliang Xu; Anurag Kumar; Sanjeel Parekh (CVPR, 2025)

Targeted Forgetting of Image Subgroups in CLIP Models. - Zeliang Zhang; Gaowen Liu; Charles Fleming; Ramana Rao Kompella; Chenliang Xu (CVPR, 2025)

Rethinking Audio-Visual Adversarial Vulnerability from Temporal and Modality Perspectives. - Zeliang Zhang; Susan Liang; Daiki Shimada; Chenliang Xu (ICLR, 2025)

Generative AI for Cel-Animation: A Survey. - Yunlong Tang 002; Junjia Guo; Pinxin Liu; Zhiyuan Wang; Hang Hua; Jia-Xing Zhong; Yunzhong Xiao; Chao Huang 008; Luchuan Song; Susan Liang; Yizhi Song; Liu He; et al. (CoRR, 2025)

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling. - Pinxin Liu; Luchuan Song; Junhua Huang; Chenliang Xu (CoRR, 2025)

From 16-Bit to 1-Bit: Visual KV Cache Quantization for Memory-Efficient Multimodal Large Language Models. - Zeliang Zhang; Yifan Zhu 003; Susan Liang; Zhiyuan Wang; Jiani Liu 013; Haiting Lin; Mingjie Zhao; Chenliang Xu; Kun Wan 001; Wentian Zhao (CoRR, 2025)

VERIFY: A Benchmark of Visual Explanation and Reasoning for Investigating Multimodal Reasoning Fidelity. - Jing Bi 002; Junjia Guo; Susan Liang; Guangyu Sun; Luchuan Song; Yunlong Tang 002; Jinxi He; Jiarui Wu; Ali Vosoughi; Chen Chen; Chenliang Xu (CoRR, 2025)

Forward Learning with Differential Privacy. - Mingqian Feng; Zeliang Zhang; Jinyang Jiang 001; Yijie Peng; Chenliang Xu (CoRR, 2025)

FreSca: Unveiling the Scaling Space in Diffusion Models. - Chao Huang 008; Susan Liang; Yunlong Tang 002; Li Ma; Yapeng Tian; Chenliang Xu (CoRR, 2025)

Why Reasoning Matters? A Survey of Advancements in Multimodal Reasoning (v1). - Jing Bi 002; Susan Liang; Xiaofei Zhou; Pinxin Liu; Junjia Guo; Yunlong Tang 002; Luchuan Song; Chao Huang 008; Guangyu Sun; Jinxi He; Jiarui Wu; Shu Yang; et al. (CoRR, 2025)

Caption Anything in Video: Fine-grained Object-centric Captioning via Spatiotemporal Multimodal Prompting. - Yunlong Tang 002; Jing Bi 002; Chao Huang 008; Susan Liang; Daiki Shimada; Hang Hua; Yunzhong Xiao; Yizhi Song; Pinxin Liu; Mingqian Feng; Junjia Guo; Zhuo Liu; et al. (CoRR, 2025)

The Sword of Damocles in ViTs: Computational Redundancy Amplifies Adversarial Transferability. - Jiani Liu 013; Zhiyuan Wang; Zeliang Zhang; Chao Huang 008; Susan Liang; Yunlong Tang 002; Chenliang Xu (CoRR, 2025)

Intentional Gesture: Deliver Your Intentions with Gestures for Speech. - Pinxin Liu; Haiyang Liu; Luchuan Song; Chenliang Xu (CoRR, 2025)

I2G: Generating Instructional Illustrations via Text-Conditioned Diffusion. - Jing Bi 002; Pinxin Liu; Ali Vosoughi; Jiarui Wu; Jinxi He; Chenliang Xu (CoRR, 2025)

MMPerspective: Do MLLMs Understand Perspective? A Comprehensive Benchmark for Perspective Perception, Reasoning, and Robustness. - Yunlong Tang 002; Pinxin Liu; Mingqian Feng; Zhangyun Tan; Rui Mao 017; Chao Huang 008; Jing Bi 002; Yunzhong Xiao; Susan Liang; Hang Hua; Ali Vosoughi; Luchuan Song; et al. (CoRR, 2025)

BinauralFlow: A Causal and Streamable Approach for High-Quality Binaural Speech Synthesis with Flow Matching Models. - Susan Liang; Dejan Markovic; Israel D. Gebru; Steven Krenn; Todd Keebler; Jacob Sandakly; Frank Yu; Samuel Hassel; Chenliang Xu; Alexander Richard (CoRR, 2025)

ZeroSep: Separate Anything in Audio with Zero Training. - Chao Huang 008; Yuesheng Ma; Junxuan Huang; Susan Liang; Yunlong Tang 002; Jing Bi 002; Wenqiang Liu; Nima Mesgarani; Chenliang Xu (CoRR, 2025)

Can Sound Replace Vision in LLaVA With Token Substitution? - Ali Vosoughi; Jing Bi 002; Pinxin Liu; Yunlong Tang 002; Chenliang Xu (CoRR, 2025)

ACTLLM: Action Consistency Tuned Large Language Model. - Jing Bi 002; Lianggong Bruce Wen; Zhang Liu; Chenliang Xu (CoRR, 2025)

What to Do Next? Memorizing skills from Egocentric Instructional Video. - Jing Bi; Chenliang Xu (CoRR, 2025)

OPENXRD: A Comprehensive Benchmark and Enhancement Framework for LLM/MLLM XRD Question Answering. - Ali Vosoughi; Ayoub Shahnazari; Yufeng Xi; Zeliang Zhang; Griffin Hess; Chenliang Xu; Niaz Abdolrahim (CoRR, 2025)

StreamME: Simplify 3D Gaussian Avatar within Live Stream. - Luchuan Song; Yang Zhou; Zhan Xu; Yi Zhou; Deepali Aneja; Chenliang Xu (CoRR, 2025)