Jinfa Huang

52 papers A* 13B 2Journal 33Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Next-Gen AIGC: a review of multimodal foundation models for text-to-media innovations.
Frontiers Comput. Sci.
Cong Jin, Jingru Fan, Jinfa Huang, Jinyuan Fu, Tao Mei, Li Yuan, Jiebo Luo
2026 A* conf
QuoTA: Query-oriented Token Assignment via CoT Query Decouple for Long Video Comprehension.
AAAI
Yongdong Luo, Wang Chen, Weizhong Huang, Shukang Yin, Haojia Lin, Jinfa Huang, Chaoyou Fu, Jiayi Ji, Xiawu Zheng, Jiebo Luo
2026 J jnl
SocialOmni: Benchmarking Audio-Visual Social Interactivity in Omni Models.
CoRR
Tianyu Xie, Jinfa Huang, Yuexiao Ma, Rongfang Luo, Yan Yang, Wang Chen, Yuhui Zeng, Ruize Fang, Yixuan Zou, Xiawu Zheng, Jiebo Luo, Rongrong Ji
2026 J jnl
SpecEyes: Accelerating Agentic Multimodal LLMs via Speculative Perception and Planning.
CoRR
Haoyu Huang, Jinfa Huang, Zhongwei Wan, Xiawu Zheng, Rongrong Ji, Jiebo Luo
2025 J jnl
A Survey on Latent Reasoning.
CoRR
Ruijie Zhu, Tianhao Peng, Tianhao Cheng, Xingwei Qu, Jinfa Huang, Dawei Zhu, Hao Wang, Kaiwen Xue, Xuanliang Zhang, Yong Shan, Tianle Cai, Taylor Kergan, Assel Kembay, Andrew Smith, Chenghua Lin, Binh Nguyen, Yuqi Pan, Yuhong Chou, Zefan Cai, Zhenhe Wu, Yongchi Zhao, Tianyu Liu, Jian Yang, Wangchunshu Zhou, Chujie Zheng, Chongxuan Li, Yuyin Zhou, Zhoujun Li, Zhaoxiang Zhang, Jiaheng Liu, Ge Zhang, Wenhao Huang, Jason Eshraghian
2025 J jnl
A multimodal multidomain multilingual medical foundation model for zero shot clinical diagnosis.
npj Digit. Medicine
Fenglin Liu, Zheng Li, Qingyu Yin, Jinfa Huang, Jiebo Luo, Anshul Thakur, Kim Branson, Patrick Schwab, Bing Yin, Xian Wu, Yefeng Zheng, David A. Clifton
2025 J jnl
Aligning, Autoencoding and Prompting Large Language Models for Novel Disease Reporting.
IEEE Trans. Pattern Anal. Mach. Intell.
Fenglin Liu, Xian Wu, Jinfa Huang, Bang Yang, Kim Branson, Patrick Schwab, Lei A. Clifton, Ping Zhang, Jiebo Luo, Yefeng Zheng, David A. Clifton
2025 J jnl
Autoregressive Models in Vision: A Survey.
Trans. Mach. Learn. Res.
Jing Xiong, Gongye Liu, Lun Huang, Chengyue Wu, Taiqiang Wu, Yao Mu, Yuan Yao, Hui Shen, Zhongwei Wan, Jinfa Huang, Chaofan Tao, Shen Yan, Huaxiu Yao, Lingpeng Kong, Hongxia Yang, Mi Zhang, Guillermo Sapiro, Jiebo Luo, Ping Luo, Ngai Wong
2025 A* conf
CR2PQ: Continuous Relative Rotary Positional Query for Dense Visual Representation Learning.
ICLR
Shaofeng Zhang, Qiang Zhou, Sitong Wu, Haoru Tan, Zhibin Wang, Jinfa Huang, Junchi Yan
2025 B conf
Evolver: Chain-of-Evolution Prompting to Boost Large Multimodal Models for Hateful Meme Detection.
COLING
Jinfa Huang, Jinsheng Pan, Zhongwei Wan, Hanjia Lyu, Jiebo Luo
2025 J jnl
GPT-4V(ision) as A Social Media Analysis Engine.
ACM Trans. Intell. Syst. Technol.
Hanjia Lyu, Jinfa Huang, Daoan Zhang, Yongsheng Yu, Xinyi Mou, Jinsheng Pan, Zhengyuan Yang, Zhongyu Wei, Jiebo Luo
2025 A* conf
Identity-Preserving Text-to-Video Generation by Frequency Decomposition.
CVPR
Shenghai Yuan, Jinfa Huang, Xianyi He, Yunyang Ge, Yujun Shi, Liuhan Chen, Jiebo Luo, Li Yuan
2025 J jnl
LeanPO: Lean Preference Optimization for Likelihood Alignment in Video-LLMs.
CoRR
Xiaodong Wang, Jinfa Huang, Li Yuan, Peixi Peng
2025 A* conf
MUSE: Mamba Is Efficient Multi-scale Learner for Text-video Retrieval.
AAAI
Haoran Tang, Meng Cao, Jinfa Huang, Ruyang Liu, Peng Jin, Ge Li, Xiaodan Liang
2025 J jnl
MagicTime: Time-Lapse Video Generation Models as Metamorphic Simulators.
IEEE Trans. Pattern Anal. Mach. Intell.
Shenghai Yuan, Jinfa Huang, Yujun Shi, Yongqi Xu, Ruijie Zhu, Bin Lin, Xinhua Cheng, Li Yuan, Jiebo Luo
2025 J jnl
OpenS2V-Nexus: A Detailed Benchmark and Million-Scale Dataset for Subject-to-Video Generation.
CoRR
Shenghai Yuan, Xianyi He, Yufan Deng, Yang Ye, Jinfa Huang, Bin Lin, Jiebo Luo, Li Yuan
2025 J jnl
QuoTA: Query-oriented Token Assignment via CoT Query Decouple for Long Video Comprehension.
CoRR
Yongdong Luo, Wang Chen, Xiawu Zheng, Weizhong Huang, Shukang Yin, Haojia Lin, Chaoyou Fu, Jinfa Huang, Jiayi Ji, Jiebo Luo, Rongrong Ji
2025 A* conf
Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model.
ICLR
Chunming He, Chengyu Fang, Yulun Zhang, Longxiang Tang, Jinfa Huang, Kai Li, Zhenhua Guo, Xiu Li, Sina Farsiu
2025 A* conf
TACO: Enhancing Multimodal In-context Learning via Task Mapping-Guided Sequence Configuration.
EMNLP
Yanshu Li, Jianjiang Yang, Tian Yun, Pinyuan Feng, Jinfa Huang, Ruixiang Tang
2025 J jnl
TACO: Enhancing Multimodal In-context Learning via Task Mapping-Guided Sequence Configuration.
CoRR
Yanshu Li, Tian Yun, Jianjiang Yang, Pinyuan Feng, Jinfa Huang, Ruixiang Tang
2024 J jnl
A Survey of Camouflaged Object Detection and Beyond.
CoRR
Fengyang Xiao, Sujie Hu, Yuqi Shen, Chengyu Fang, Jinfa Huang, Chunming He, Longxiang Tang, Ziyun Yang, Xiu Li
2024 J jnl
Autoregressive Models in Vision: A Survey.
CoRR
Jing Xiong, Gongye Liu, Lun Huang, Chengyue Wu, Taiqiang Wu, Yao Mu, Yuan Yao, Hui Shen, Zhongwei Wan, Jinfa Huang, Chaofan Tao, Shen Yan, Huaxiu Yao, Lingpeng Kong, Hongxia Yang, Mi Zhang, Guillermo Sapiro, Jiebo Luo, Ping Luo, Ngai Wong
2024 A* conf
ChronoMagic-Bench: A Benchmark for Metamorphic Evaluation of Text-to-Time-lapse Video Generation.
NeurIPS
Shenghai Yuan, Jinfa Huang, Yongqi Xu, Yaoyang Liu, Shaofeng Zhang, Yujun Shi, Ruijie Zhu, Xinhua Cheng, Jiebo Luo, Li Yuan
2024 J jnl
ChronoMagic-Bench: A Benchmark for Metamorphic Evaluation of Text-to-Time-lapse Video Generation.
CoRR
Shenghai Yuan, Jinfa Huang, Yongqi Xu, Yaoyang Liu, Shaofeng Zhang, Yujun Shi, Ruijie Zhu, Xinhua Cheng, Jiebo Luo, Li Yuan
2024 A* conf
Continuous-Multiple Image Outpainting in One-Step via Positional Query and A Diffusion-based Approach.
ICLR
Shaofeng Zhang, Jinfa Huang, Qiang Zhou, Zhibin Wang, Fan Wang, Jiebo Luo, Junchi Yan
2024 J jnl
Continuous-Multiple Image Outpainting in One-Step via Positional Query and A Diffusion-based Approach.
CoRR
Shaofeng Zhang, Jinfa Huang, Qiang Zhou, Zhibin Wang, Fan Wang, Jiebo Luo, Junchi Yan
2024 J jnl
Evolver: Chain-of-Evolution Prompting to Boost Large Multimodal Models for Hateful Meme Detection.
CoRR
Jinfa Huang, Jinsheng Pan, Zhongwei Wan, Hanjia Lyu, Jiebo Luo
2024 J jnl
Identity-Preserving Text-to-Video Generation by Frequency Decomposition.
CoRR
Shenghai Yuan, Jinfa Huang, Xianyi He, Yunyuan Ge, Yujun Shi, Liuhan Chen, Jiebo Luo, Li Yuan
2024 J jnl
LLMBind: A Unified Modality-Task Integration Framework.
CoRR
Bin Zhu, Peng Jin, Munan Ning, Bin Lin, Jinfa Huang, Qi Song, Jiaxi Cui, Junwu Zhang, Zhenyu Tang, Mingjun Pan, Xing Zhou, Li Yuan
2024 — conf
LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context Inference.
EMNLP (Findings)
Zhongwei Wan, Ziang Wu, Che Liu, Jinfa Huang, Zhihong Zhu, Peng Jin, Longyue Wang, Li Yuan
2024 J jnl
LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context Inference.
CoRR
Zhongwei Wan, Ziang Wu, Che Liu, Jinfa Huang, Zhihong Zhu, Peng Jin, Longyue Wang, Li Yuan
2024 J jnl
MUSE: Mamba is Efficient Multi-scale Learner for Text-video Retrieval.
CoRR
Haoran Tang, Meng Cao, Jinfa Huang, Ruyang Liu, Peng Jin, Ge Li, Xiaodan Liang
2024 J jnl
MagicTime: Time-lapse Video Generation Models as Metamorphic Simulators.
CoRR
Shenghai Yuan, Jinfa Huang, Yujun Shi, Yongqi Xu, Ruijie Zhu, Bin Lin, Xinhua Cheng, Li Yuan, Jiebo Luo
2024 — conf
RAP: Efficient Text-Video Retrieval with Sparse-and-Correlated Adapter.
ACL (Findings)
Meng Cao, Haoran Tang, Jinfa Huang, Peng Jin, Can Zhang, Ruyang Liu, Long Chen, Xiaodan Liang, Li Yuan, Ge Li
2024 J jnl
RAP: Efficient Text-Video Retrieval with Sparse-and-Correlated Adapter.
CoRR
Meng Cao, Haoran Tang, Jinfa Huang, Peng Jin, Can Zhang, Ruyang Liu, Long Chen, Xiaodan Liang, Li Yuan, Ge Li
2024 J jnl
Video-RAG: Visually-aligned Retrieval-Augmented Long Video Comprehension.
CoRR
Yongdong Luo, Xiawu Zheng, Xiao Yang, Guilin Li, Haojia Lin, Jinfa Huang, Jiayi Ji, Fei Chao, Jiebo Luo, Rongrong Ji
2023 A* conf
Cross-Modality Time-Variant Relation Learning for Generating Dynamic Scene Graphs.
ICRA
Jingyi Wang, Jinfa Huang, Can Zhang, Zhidong Deng
2023 J jnl
Cross-Modality Time-Variant Relation Learning for Generating Dynamic Scene Graphs.
CoRR
Jingyi Wang, Jinfa Huang, Can Zhang, Zhidong Deng
2023 J jnl
GPT-4V(ision) as A Social Media Analysis Engine.
CoRR
Hanjia Lyu, Jinfa Huang, Daoan Zhang, Yongsheng Yu, Xinyi Mou, Jinsheng Pan, Zhengyuan Yang, Zhongyu Wei, Jiebo Luo
2023 A* conf
Improving Scene Graph Generation with Superpixel-Based Interaction Learning.
ACM Multimedia
Jingyi Wang, Can Zhang, Jinfa Huang, Botao Ren, Zhidong Deng
2023 J jnl
Improving Scene Graph Generation with Superpixel-Based Interaction Learning.
CoRR
Jingyi Wang, Can Zhang, Jinfa Huang, Botao Ren, Zhidong Deng
2023 A* conf
Text-Video Retrieval with Disentangled Conceptualization and Set-to-Set Alignment.
IJCAI
Peng Jin, Hao Li, Zesen Cheng, Jinfa Huang, Zhennan Wang, Li Yuan, Chang Liu, Jie Chen
2023 J jnl
Text-Video Retrieval with Disentangled Conceptualization and Set-to-Set Alignment.
CoRR
Peng Jin, Hao Li, Zesen Cheng, Jinfa Huang, Zhennan Wang, Li Yuan, Chang Liu, Jie Chen
2023 A* conf
Video-Text as Game Players: Hierarchical Banzhaf Interaction for Cross-Modal Representation Learning.
CVPR
Peng Jin, Jinfa Huang, Pengfei Xiong, Shangxuan Tian, Chang Liu, Xiangyang Ji, Li Yuan, Jie Chen
2023 J jnl
Video-Text as Game Players: Hierarchical Banzhaf Interaction for Cross-Modal Representation Learning.
CoRR
Peng Jin, Jinfa Huang, Pengfei Xiong, Shangxuan Tian, Chang Liu, Xiangyang Ji, Li Yuan, Jie Chen
2023 J jnl
Weakly-Supervised 3D Spatial Reasoning for Text-Based Visual Question Answering.
IEEE Trans. Image Process.
Hao Li, Jinfa Huang, Peng Jin, Guoli Song, Qi Wu, Jie Chen
2022 A* conf
Expectation-Maximization Contrastive Learning for Compact Video-and-Language Representations.
NeurIPS
Peng Jin, Jinfa Huang, Fenglin Liu, Xian Wu, Shen Ge, Guoli Song, David A. Clifton, Jie Chen
2022 J jnl
Expectation-Maximization Contrastive Learning for Compact Video-and-Language Representations.
CoRR
Peng Jin, Jinfa Huang, Fenglin Liu, Xian Wu, Shen Ge, Guoli Song, David A. Clifton, Jie Chen
2022 J jnl
Toward 3D Spatial Reasoning for Human-like Text-based Visual Question Answering.
CoRR
Hao Li, Jinfa Huang, Peng Jin, Guoli Song, Qi Wu, Jie Chen
2020 — conf
Guoym at SemEval-2020 Task 8: Ensemble-based Classification of Visuo-Lingual Metaphor in Memes.
SemEval@COLING
Yingmei Guo, Jinfa Huang, Yanlong Dong, Mingxing Xu
2020 B conf
LDNN: Linguistic Knowledge Injectable Deep Neural Network for Group Cohesiveness Understanding.
ICMI
Yanan Wang, Jianming Wu, Jinfa Huang, Gen Hattori, Yasuhiro Takishima, Shinya Wada, Rui Kimura, Jie Chen, Satoshi Kurihara
1987 — conf
A Chinese Mandarin speech output system.
ECST
Yuhang Mao, Jinfa Huang, Guozhen Zhang