Multi-modal Segment Assemblage Network for Ad Video Editing with Importance-Coherence Reward. - Yunlong Tang 002; Siting Xu; Teng Wang; Qin Lin; Qinglin Lu; Feng Zheng (ACCV (2), 2022)

Caption Anything: Interactive Image Description with Diverse Multimodal Controls. - Teng Wang; Jinrui Zhang; Junjie Fei; Hao Zheng; Yunlong Tang 002; Zhe Li; Mingqi Gao 003; Shanshan Zhao (CoRR, 2023)

LLMVA-GEBC: Large Language Model with Video Adapter for Generic Event Boundary Captioning. - Yunlong Tang 002; Jinrui Zhang; Xiangchen Wang; Teng Wang; Feng Zheng (CoRR, 2023)

LaunchpadGPT: Language Model as Music Visualization Designer on Launchpad. - Siting Xu; Yunlong Tang 002; Feng Zheng (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)

AIM 2024 Challenge on Video Saliency Prediction: Methods and Results. - Andrey Moskalenko; Alexey Bryncev; Dmitry S. Vatolin; Radu Timofte; Gen Zhan; Li Yang; Yunlong Tang 002; Yiting Liao; Jiongzhi Lin; Baitao Huang; Morteza Moradi 001; Mohammad Moradi 001; et al. (ECCV Workshops (10), 2024)

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

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)

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)

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)

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)

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)

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)

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 Tenth NTIRE 2025 Efficient Super-Resolution Challenge Report. - Bin Ren; Hang Guo; Lei Sun 016; Zongwei Wu; Radu Timofte; Yawei Li 001; Yao Zhang; Xinning Chai; Zhengxue Cheng; Yingsheng Qin; Yucai Yang; Li Song; 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)

MMIG-Bench: Towards Comprehensive and Explainable Evaluation of Multi-Modal Image Generation Models. - Hang Hua; Ziyun Zeng; Yizhi Song; Yunlong Tang 002; Liu He; Daniel G. Aliaga; Wei Xiong 008; Jiebo Luo 001 (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)

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)