A Chinese Mandarin speech output system. - Yuhang Mao; Jinfa Huang; Guozhen Zhang (ECST, 1987)

LDNN: Linguistic Knowledge Injectable Deep Neural Network for Group Cohesiveness Understanding. - Yanan Wang 002; Jianming Wu; Jinfa Huang; Gen Hattori; Yasuhiro Takishima; Shinya Wada; Rui Kimura; Jie Chen; Satoshi Kurihara (ICMI, 2020)

Guoym at SemEval-2020 Task 8: Ensemble-based Classification of Visuo-Lingual Metaphor in Memes. - Yingmei Guo; Jinfa Huang; Yanlong Dong; Mingxing Xu (SemEval@COLING, 2020)

Expectation-Maximization Contrastive Learning for Compact Video-and-Language Representations. - Peng Jin 001; Jinfa Huang; Fenglin Liu; Xian Wu 001; Shen Ge; Guoli Song; David A. Clifton; Jie Chen 001 (NeurIPS, 2022)

Toward 3D Spatial Reasoning for Human-like Text-based Visual Question Answering. - Hao Li 073; Jinfa Huang; Peng Jin 001; Guoli Song; Qi Wu 001; Jie Chen 001 (CoRR, 2022)

Video-Text as Game Players: Hierarchical Banzhaf Interaction for Cross-Modal Representation Learning. - Peng Jin 001; Jinfa Huang; Pengfei Xiong; Shangxuan Tian; Chang Liu 030; Xiangyang Ji; Li Yuan 007; Jie Chen 001 (CVPR, 2023)

Cross-Modality Time-Variant Relation Learning for Generating Dynamic Scene Graphs. - Jingyi Wang; Jinfa Huang; Can Zhang 001; Zhidong Deng (ICRA, 2023)

Text-Video Retrieval with Disentangled Conceptualization and Set-to-Set Alignment. - Peng Jin 001; Hao Li 073; Zesen Cheng; Jinfa Huang; Zhennan Wang 001; Li Yuan 007; Chang Liu 030; Jie Chen 001 (IJCAI, 2023)

Improving Scene Graph Generation with Superpixel-Based Interaction Learning. - Jingyi Wang; Can Zhang 001; Jinfa Huang; Botao Ren; Zhidong Deng (ACM Multimedia, 2023)

Weakly-Supervised 3D Spatial Reasoning for Text-Based Visual Question Answering. - Hao Li 073; Jinfa Huang; Peng Jin 001; Guoli Song; Qi Wu 001; Jie Chen 001 (IEEE Trans. Image Process., 2023)

RAP: Efficient Text-Video Retrieval with Sparse-and-Correlated Adapter. - Meng Cao 002; Haoran Tang; Jinfa Huang; Peng Jin 001; Can Zhang 001; Ruyang Liu; Long Chen 016; Xiaodan Liang; Li Yuan 007; Ge Li 002 (ACL (Findings), 2024)

LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context Inference. - Zhongwei Wan; Ziang Wu; Che Liu; Jinfa Huang; Zhihong Zhu; Peng Jin 001; Longyue Wang; Li Yuan 007 (EMNLP (Findings), 2024)

Continuous-Multiple Image Outpainting in One-Step via Positional Query and A Diffusion-based Approach. - Shaofeng Zhang; Jinfa Huang; Qiang Zhou 001; Zhibin Wang 004; Fan Wang 019; Jiebo Luo 001; Junchi Yan (ICLR, 2024)

ChronoMagic-Bench: A Benchmark for Metamorphic Evaluation of Text-to-Time-lapse Video Generation. - Shenghai Yuan; Jinfa Huang; Yongqi Xu; Yaoyang Liu; Shaofeng Zhang; Yujun Shi; Ruijie Zhu 003; Xinhua Cheng; Jiebo Luo 001; Li Yuan 007 (NeurIPS, 2024)

LLMBind: A Unified Modality-Task Integration Framework. - Bin Zhu; Peng Jin 001; Munan Ning; Bin Lin 014; Jinfa Huang; Qi Song 003; Jiaxi Cui; Junwu Zhang; Zhenyu Tang 004; Mingjun Pan; Xing Zhou; Li Yuan 007 (CoRR, 2024)

MUSE: Mamba is Efficient Multi-scale Learner for Text-video Retrieval. - Haoran Tang; Meng Cao 002; Jinfa Huang; Ruyang Liu; Peng Jin 001; Ge Li 002; Xiaodan Liang (CoRR, 2024)

A Survey of Camouflaged Object Detection and Beyond. - Fengyang Xiao; Sujie Hu; Yuqi Shen; Chengyu Fang 001; Jinfa Huang; Chunming He; Longxiang Tang; Ziyun Yang; Xiu Li 001 (CoRR, 2024)

Video-RAG: Visually-aligned Retrieval-Augmented Long Video Comprehension. - Yongdong Luo; Xiawu Zheng; Xiao Yang; Guilin Li; Haojia Lin; Jinfa Huang; Jiayi Ji; Fei Chao 001; Jiebo Luo 001; Rongrong Ji (CoRR, 2024)

Identity-Preserving Text-to-Video Generation by Frequency Decomposition. - Shenghai Yuan; Jinfa Huang; Xianyi He; Yunyuan Ge; Yujun Shi; Liuhan Chen; Jiebo Luo 001; Li Yuan 007 (CoRR, 2024)

MUSE: Mamba Is Efficient Multi-scale Learner for Text-video Retrieval. - Haoran Tang; Meng Cao; Jinfa Huang; Ruyang Liu; Peng Jin; Ge Li; Xiaodan Liang (AAAI, 2025)

Evolver: Chain-of-Evolution Prompting to Boost Large Multimodal Models for Hateful Meme Detection. - Jinfa Huang; Jinsheng Pan; Zhongwei Wan; Hanjia Lyu; Jiebo Luo 001 (COLING, 2025)

Identity-Preserving Text-to-Video Generation by Frequency Decomposition. - Shenghai Yuan; Jinfa Huang; Xianyi He; Yunyang Ge; Yujun Shi; Liuhan Chen; Jiebo Luo 001; Li Yuan 007 (CVPR, 2025)

Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model. - Chunming He; Chengyu Fang 001; Yulun Zhang 001; Longxiang Tang; Jinfa Huang; Kai Li 012; Zhenhua Guo 001; Xiu Li 001; Sina Farsiu (ICLR, 2025)

CR2PQ: Continuous Relative Rotary Positional Query for Dense Visual Representation Learning. - Shaofeng Zhang; Qiang Zhou 001; Sitong Wu; Haoru Tan; Zhibin Wang 004; Jinfa Huang; Junchi Yan (ICLR, 2025)

A multimodal multidomain multilingual medical foundation model for zero shot clinical diagnosis. - Fenglin Liu; Zheng Li 018; Qingyu Yin; Jinfa Huang; Jiebo Luo 001; Anshul Thakur; Kim Branson 001; Patrick Schwab; Bing Yin; Xian Wu 001; Yefeng Zheng 001; David A. Clifton (npj Digit. Medicine, 2025)

Autoregressive Models in Vision: A Survey. - Jing Xiong; Gongye Liu; Lun Huang; Chengyue Wu; Taiqiang Wu; Yao Mu 001; Yuan Yao; Hui Shen; Zhongwei Wan; Jinfa Huang; Chaofan Tao; Shen Yan; et al. (Trans. Mach. Learn. Res., 2025)

QuoTA: Query-oriented Token Assignment via CoT Query Decouple for Long Video Comprehension. - Yongdong Luo; Wang Chen; Xiawu Zheng; Weizhong Huang; Shukang Yin; Haojia Lin; Chaoyou Fu; Jinfa Huang; Jiayi Ji; Jiebo Luo 001; Rongrong Ji (CoRR, 2025)

TACO: Enhancing Multimodal In-context Learning via Task Mapping-Guided Sequence Configuration. - Yanshu Li; Tian Yun 001; Jianjiang Yang; Pinyuan Feng; Jinfa Huang; Ruixiang Tang (CoRR, 2025)

OpenS2V-Nexus: A Detailed Benchmark and Million-Scale Dataset for Subject-to-Video Generation. - Shenghai Yuan; Xianyi He; Yufan Deng; Yang Ye; Jinfa Huang; Bin Lin 014; Jiebo Luo 001; Li Yuan 007 (CoRR, 2025)

Aligning, Autoencoding and Prompting Large Language Models for Novel Disease Reporting. - Fenglin Liu; Xian Wu 001; Jinfa Huang; Bang Yang; Kim Branson 001; Patrick Schwab; Lei A. Clifton; Ping Zhang 016; Jiebo Luo 001; Yefeng Zheng 001; David A. Clifton (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

LeanPO: Lean Preference Optimization for Likelihood Alignment in Video-LLMs. - Xiaodong Wang; Jinfa Huang; Li Yuan 007; Peixi Peng (CoRR, 2025)

GPT-4V(ision) as A Social Media Analysis Engine. - Hanjia Lyu; Jinfa Huang; Daoan Zhang; Yongsheng Yu; Xinyi Mou; Jinsheng Pan; Zhengyuan Yang; Zhongyu Wei; Jiebo Luo 001 (ACM Trans. Intell. Syst. Technol., 2025)

A Survey on Latent Reasoning. - Ruijie Zhu 003; Tianhao Peng; Tianhao Cheng; Xingwei Qu; Jinfa Huang; Dawei Zhu; Hao Wang; Kaiwen Xue; Xuanliang Zhang; Yong Shan; Tianle Cai; Taylor Kergan; et al. (CoRR, 2025)

MagicTime: Time-Lapse Video Generation Models as Metamorphic Simulators. - Shenghai Yuan; Jinfa Huang; Yujun Shi; Yongqi Xu; Ruijie Zhu 003; Bin Lin 014; Xinhua Cheng; Li Yuan 007; Jiebo Luo 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)