Juncheng Li

According to our database, Juncheng Li authored at least 78 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

DBA: Efficient Transformer With Dynamic Bilinear Low-Rank Attention.

Bosheng Qin, Juncheng Li, Siliang Tang, Yueting Zhuang

IEEE Trans. Neural Networks Learn. Syst., August, 2025

HarmonyGuard: Toward Safety and Utility in Web Agents via Adaptive Policy Enhancement and Dual-Objective Optimization.

Yurun Chen, Xavier Hu, Yuhan Liu, Keting Yin, Juncheng Li, Zhuosheng Zhang, Shengyu Zhang

CoRR, August, 2025

SafeWork-R1: Coevolving Safety and Intelligence under the AI-45^° Law.

Yicheng Bao, Guanxu Chen, Mingkang Chen, Yunhao Chen, Chiyu Chen, Lingjie Chen, Sirui Chen, Xinquan Chen, Jie Cheng, Yu Cheng, Dengke Deng, Yizhuo Ding, Dan Ding, Xiaoshan Ding, Yi Ding, Zhichen Dong, Lingxiao Du, Yuyu Fan, Xinshun Feng, Yanwei Fu, Yuxuan Gao, Ruijun Ge, Tianle Gu, Lujun Gui, Jiaxuan Guo, Qianxi He, Yuenan Hou, Xuhao Hu, Hong Huang, Kaichen Huang, Shiyang Huang, Yuxian Jiang, Shanzhe Lei, Jie Li, Lijun Li, Hao Li, Juncheng Li, Xiangtian Li, Yafu Li, Lingyu Li, Xueyan Li, Haotian Liang, Dongrui Liu, Qihua Liu, Zhixuan Liu, Bangwei Liu, Huacan Liu, Yuexiao Liu, Zongkai Liu, Chaochao Lu, Yudong Lu, Xiaoya Lu, Zhenghao Lu, Qitan Lv, Caoyuan Ma, Jiachen Ma, Xiaoya Ma, Zhongtian Ma, Lingyu Meng, Ziqi Miao, Yazhe Niu, Yuezhang Peng, Yuan Pu, Han Qi, Chen Qian, Xingge Qiao, Jingjing Qu, Jiashu Qu, Wanying Qu, Wenwen Qu, Xiaoye Qu, Qihan Ren, Qingnan Ren, Qingyu Ren, Jing Shao, Wenqi Shao, Shuai Shao, Dongxing Shi, Xin Song, Xinhao Song, Yan Teng, Xuan Tong, Yingchun Wang, Xuhong Wang, Shujie Wang, Xin Wang, Yige Wang, Yixu Wang, Yuanfu Wang, Futing Wang, Ruofan Wang, Wenjie Wang, Yajie Wang, Muhao Wei, Xiaoyu Wen, Fenghua Weng, Yuqi Wu, Yingtong Xiong, Xingcheng Xu

CoRR, July, 2025

Consistent and Invariant Generalization Learning for Short-video Misinformation Detection.

Hanghui Guo, Weijie Shi, Mengze Li, Juncheng Li, Hao Chen, Yue Cui, Jiajie Xu, Jia Zhu, Jiawei Shen, Zhangze Chen, Sirui Han

CoRR, July, 2025

Decoupled Seg Tokens Make Stronger Reasoning Video Segmenter and Grounder.

Jisheng Dang, Wu Xudong, Bimei Wang, Lv Ning, Chen Jiayu, Jingwen Zhao, Yichu liu, Jizhao Liu, Juncheng Li, Teng Wang

CoRR, June, 2025

What Limits Virtual Agent Application? OmniBench: A Scalable Multi-Dimensional Benchmark for Essential Virtual Agent Capabilities.

Wendong Bu, Yang Wu, Qifan Yu, Minghe Gao, Bingchen Miao, Zhenkui Zhang, Kaihang Pan, Yunfei Li, Mengze Li, Wei Ji, Juncheng Li, Siliang Tang, Yueting Zhuang

CoRR, June, 2025

MoA: Heterogeneous Mixture of Adapters for Parameter-Efficient Fine-Tuning of Large Language Models.

Jie Cao, Tianwei Lin, Hongyang He, Rolan Yan, Wenqiao Zhang, Juncheng Li, Dongping Zhang, Siliang Tang, Yueting Zhuang

CoRR, June, 2025

FocusDiff: Advancing Fine-Grained Text-Image Alignment for Autoregressive Visual Generation through RL.

Kaihang Pan, Wendong Bu, Yuruo Wu, Yang Wu, Kai Shen, Yunfei Li, Hang Zhao, Juncheng Li, Siliang Tang, Yueting Zhuang

CoRR, June, 2025

MERIT: Multilingual Semantic Retrieval with Interleaved Multi-Condition Query.

Wei Chow, Yuan Gao, Linfeng Li, Xian Wang, Qi Xu, Hang Song, Lingdong Kong, Ran Zhou, Yi Zeng, Yidong Cai, Botian Jiang, Shilin Xu, Jiajun Zhang, Minghui Qiu, Xiangtai Li, Tianshu Yang, Siliang Tang, Juncheng Li

CoRR, June, 2025

FormFactory: An Interactive Benchmarking Suite for Multimodal Form-Filling Agents.

Bobo Li, Yuheng Wang, Hao Fei, Juncheng Li, Wei Ji, Mong-Li Lee, Wynne Hsu

CoRR, June, 2025

Unlocking Aha Moments via Reinforcement Learning: Advancing Collaborative Visual Comprehension and Generation.

Kaihang Pan, Yang Wu, Wendong Bu, Kai Shen, Juncheng Li, Yingting Wang, Yunfei Li, Siliang Tang, Jun Xiao, Fei Wu, Hang Zhao, Yueting Zhuang

CoRR, June, 2025

On Path to Multimodal Generalist: General-Level and General-Bench.

Hao Fei, Yuan Zhou, Juncheng Li, Xiangtai Li, Qingshan Xu, Bobo Li, Shengqiong Wu, Yaoting Wang, Junbao Zhou, Jiahao Meng, Qingyu Shi, Zhiyuan Zhou, Liangtao Shi, Minghe Gao, Daoan Zhang, Zhiqi Ge, Weiming Wu, Siliang Tang, Kaihang Pan, Yaobo Ye, Haobo Yuan, Tao Zhang, Tianjie Ju, Zixiang Meng, Shilin Xu, Liyu Jia, Wentao Hu, Meng Luo, Jiebo Luo, Tat-Seng Chua, Shuicheng Yan, Hanwang Zhang

CoRR, May, 2025

EyecareGPT: Boosting Comprehensive Ophthalmology Understanding with Tailored Dataset, Benchmark and Model.

Sijing Li, Tianwei Lin, Lingshuai Lin, Wenqiao Zhang, Jiang Liu, Xiaoda Yang, Juncheng Li, Yucheng He, Xiaohui Song, Jun Xiao, Yueting Zhuang, Beng Chin Ooi

CoRR, April, 2025

Benchmarking Multimodal CoT Reward Model Stepwise by Visual Program.

Minghe Gao, Xuqi Liu, Zhongqi Yue, Yang Wu, Shuang Chen, Juncheng Li, Siliang Tang, Fei Wu, Tat-Seng Chua, Yueting Zhuang

CoRR, April, 2025

Boosting Virtual Agent Learning and Reasoning: A Step-wise, Multi-dimensional, and Generalist Reward Model with Benchmark.

Bingchen Miao, Yang Wu, Minghe Gao, Qifan Yu, Wendong Bu, Wenqiao Zhang, Yunfei Li, Siliang Tang, Tat-Seng Chua, Juncheng Li

CoRR, March, 2025

SOYO: A Tuning-Free Approach for Video Style Morphing via Style-Adaptive Interpolation in Diffusion Models.

Haoyu Zheng, Qifan Yu, Binghe Yu, Yang Dai, Wenqiao Zhang, Juncheng Li, Siliang Tang, Yueting Zhuang

CoRR, March, 2025

The Best of Both Worlds: Integrating Language Models and Diffusion Models for Video Generation.

Aoxiong Yin, Kai Shen, Yichong Leng, Xu Tan, Xinyu Zhou, Juncheng Li, Siliang Tang

CoRR, March, 2025

Chart-HQA: A Benchmark for Hypothetical Question Answering in Charts.

Xiangnan Chen, Yuancheng Fang, Qian Xiao, Juncheng Li, Jun Lin, Siliang Tang, Yi Yang, Yueting Zhuang

CoRR, March, 2025

AEIA-MN: Evaluating the Robustness of Multimodal LLM-Powered Mobile Agents Against Active Environmental Injection Attacks.

Yurun Chen, Xueyu Hu, Keting Yin, Juncheng Li, Shengyu Zhang

CoRR, February, 2025

Toward Complex-query Referring Image Segmentation: A Novel Benchmark.

Wei Ji, Li Li, Hao Fei, Xiangyan Liu, Xun Yang, Juncheng Li, Roger Zimmermann

ACM Trans. Multim. Comput. Commun. Appl., January, 2025

AnyEdit: Mastering Unified High-Quality Image Editing for Any Idea.

Qifan Yu, Wei Chow, Zhongqi Yue, Kaihang Pan, Yang Wu, Xiaoyang Wan, Juncheng Li, Siliang Tang, Hanwang Zhang, Yueting Zhuang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Learning 4D Panoptic Scene Graph Generation from Rich 2D Visual Scene.

Shengqiong Wu, Hao Fei, Jingkang Yang, Xiangtai Li, Juncheng Li, Hanwang Zhang, Tat-Seng Chua

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

SILMM: Self-Improving Large Multimodal Models for Compositional Text-to-Image Generation.

Leigang Qu, Haochuan Li, Wenjie Wang, Xiang Liu, Juncheng Li, Liqiang Nie, Tat-Seng Chua

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

STEP: Enhancing Video-LLMs' Compositional Reasoning by Spatio-Temporal Graph-guided Self-Training.

Haiyi Qiu, Minghe Gao, Long Qian, Kaihang Pan, Qifan Yu, Juncheng Li, Wenjie Wang, Siliang Tang, Yueting Zhuang, Tat-Seng Chua

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Generative Multimodal Pretraining with Discrete Diffusion Timestep Tokens.

Kaihang Pan, Wang Lin, Zhongqi Yue, Tenglong Ao, Liyu Jia, Wei Zhao, Juncheng Li, Siliang Tang, Hanwang Zhang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

ITERATE: Image-Text Enhancement, Retrieval, and Alignment for Transmodal Evolution with LLMs.

Chenhan Fu, Guoming Wang, Juncheng Li, Wenqiao Zhang, Rongxing Lu, Siliang Tang

Proceedings of the 31st International Conference on Computational Linguistics, 2025

Choice is what matters after Attention.

Chenhan Fu, Guoming Wang, Juncheng Li, Rongxing Lu, Siliang Tang

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

TeamLoRA: Boosting Low-Rank Adaptation with Expert Collaboration and Competition.

Tianwei Lin, Jiang Liu, Wenqiao Zhang, Yang Dai, Haoyuan Li, Zhelun Yu, Wanggui He, Juncheng Li, Jiannan Guo, Hao Jiang, Siliang Tang, Yueting Zhuang

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

RustGraph: Robust Anomaly Detection in Dynamic Graphs by Jointly Learning Structural-Temporal Dependency.

Jianhao Guo, Siliang Tang, Juncheng Li, Kaihang Pan, Lingfei Wu

IEEE Trans. Knowl. Data Eng., July, 2024

MAKIMA: Tuning-free Multi-Attribute Open-domain Video Editing via Mask-Guided Attention Modulation.

Haoyu Zheng, Wenqiao Zhang, Zheqi Lv, Yu Zhong, Yang Dai, Jianxiang An, Yongliang Shen, Juncheng Li, Dongping Zhang, Siliang Tang, Yueting Zhuang

CoRR, 2024

Boosting Private Domain Understanding of Efficient MLLMs: A Tuning-free, Adaptive, Universal Prompt Optimization Framework.

Jiang Liu, Bolin Li, Haoyuan Li, Tianwei Lin, Wenqiao Zhang, Tao Zhong, Zhelun Yu, Jinghao Wei, Hao Cheng, Hao Jiang, Zheqi Lv, Juncheng Li, Siliang Tang, Yueting Zhuang

CoRR, 2024

Iris: Breaking GUI Complexity with Adaptive Focus and Self-Refining.

Zhiqi Ge, Juncheng Li, Xinglei Pang, Minghe Gao, Kaihang Pan, Wang Lin, Hao Fei, Wenqiao Zhang, Siliang Tang, Yueting Zhuang

CoRR, 2024

Mastering Collaborative Multi-modal Data Selection: A Focus on Informativeness, Uniqueness, and Representativeness.

Qifan Yu, Zhebei Shen, Zhongqi Yue, Yang Wu, Wenqiao Zhang, Yunfei Li, Juncheng Li, Siliang Tang, Yueting Zhuang

CoRR, 2024

HumanEdit: A High-Quality Human-Rewarded Dataset for Instruction-based Image Editing.

Jinbin Bai, Wei Chow, Ling Yang, Xiangtai Li, Juncheng Li, Hanwang Zhang, Shuicheng Yan

CoRR, 2024

Generalist Virtual Agents: A Survey on Autonomous Agents Across Digital Platforms.

Minghe Gao, Wendong Bu, Bingchen Miao, Yang Wu, Yunfei Li, Juncheng Li, Siliang Tang, Qi Wu, Yueting Zhuang, Meng Wang

CoRR, 2024

RADAR: Robust Two-stage Modality-incomplete Industrial Anomaly Detection.

Bingchen Miao, Wenqiao Zhang, Juncheng Li, Siliang Tang, Zhaocheng Li, Haochen Shi, Jun Xiao, Yueting Zhuang

CoRR, 2024

Align²LLaVA: Cascaded Human and Large Language Model Preference Alignment for Multi-modal Instruction Curation.

Hongzhe Huang, Zhewen Yu, Jiang Liu, Li Cai, Dian Jiao, Wenqiao Zhang, Siliang Tang, Juncheng Li, Hao Jiang, Haoyuan Li, Yueting Zhuang

CoRR, 2024

TeamLoRA: Boosting Low-Rank Adaptation with Expert Collaboration and Competition.

Tianwei Lin, Jiang Liu, Wenqiao Zhang, Zhaocheng Li, Yang Dai, Haoyuan Li, Zhelun Yu, Wanggui He, Juncheng Li, Hao Jiang, Siliang Tang, Yueting Zhuang

CoRR, 2024

LASER: Tuning-Free LLM-Driven Attention Control for Efficient Text-conditioned Image-to-Animation.

Haoyu Zheng, Wenqiao Zhang, Yaoke Wang, Hao Zhou, Jiang Liu, Juncheng Li, Zheqi Lv, Siliang Tang, Yueting Zhuang

CoRR, 2024

HyperLLaVA: Dynamic Visual and Language Expert Tuning for Multimodal Large Language Models.

Wenqiao Zhang, Tianwei Lin, Jiang Liu, Fangxun Shu, Haoyuan Li, Lei Zhang, Wanggui He, Hao Zhou, Zheqi Lv, Hao Jiang, Juncheng Li, Siliang Tang, Yueting Zhuang

CoRR, 2024

I3: Intent-Introspective Retrieval Conditioned on Instructions.

Kaihang Pan, Juncheng Li, Wenjie Wang, Hao Fei, Hongye Song, Wei Ji, Jun Lin, Xiaozhong Liu, Tat-Seng Chua, Siliang Tang

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Towards Unified Multimodal Editing with Enhanced Knowledge Collaboration.

Kaihang Pan, Zhaoyu Fan, Juncheng Li, Qifan Yu, Hao Fei, Siliang Tang, Richang Hong, Hanwang Zhang, Qianru Sun

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Unified Generative and Discriminative Training for Multi-modal Large Language Models.

Wei Chow, Juncheng Li, Qifan Yu, Kaihang Pan, Hao Fei, Zhiqi Ge, Shuai Yang, Siliang Tang, Hanwang Zhang, Qianru Sun

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

The 2nd International Workshop on Deep Multi-modal Generation and Retrieval.

Wei Ji, Hao Fei, Yinwei Wei, Zhedong Zheng, Juncheng Li, Long Chen, Lizi Liao, Yueting Zhuang, Roger Zimmermann

Proceedings of the 2nd International Workshop on Deep Multimodal Generation and Retrieval, 2024

WorldGPT: Empowering LLM as Multimodal World Model.

Zhiqi Ge, Hongzhe Huang, Mingze Zhou, Juncheng Li, Guoming Wang, Siliang Tang, Yueting Zhuang

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

DEMON24: ACM MM24 Demonstrative Instruction Following Challenge.

Zhiqi Ge, Juncheng Li, Qifan Yu, Wei Zhou, Siliang Tang, Yueting Zhuang

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Fact : Teaching MLLMs with Faithful, Concise and Transferable Rationales.

Minghe Gao, Shuang Chen, Liang Pang, Yuan Yao, Jisheng Dang, Wenqiao Zhang, Juncheng Li, Siliang Tang, Yueting Zhuang, Tat-Seng Chua

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

De-fine: Decomposing and Refining Visual Programs with Auto-Feedback.

Minghe Gao, Juncheng Li, Hao Fei, Liang Pang, Wei Ji, Guoming Wang, Zheqi Lv, Wenqiao Zhang, Siliang Tang, Yueting Zhuang

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning.

Long Qian, Juncheng Li, Yu Wu, Yaobo Ye, Hao Fei, Tat-Seng Chua, Yueting Zhuang, Siliang Tang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Auto-Encoding Morph-Tokens for Multimodal LLM.

Kaihang Pan, Siliang Tang, Juncheng Li, Zhaoyu Fan, Wei Chow, Shuicheng Yan, Tat-Seng Chua, Yueting Zhuang, Hanwang Zhang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

InstructVid2Vid: Controllable Video Editing with Natural Language Instructions.

Bosheng Qin, Juncheng Li, Siliang Tang, Tat-Seng Chua, Yueting Zhuang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Fine-tuning Multimodal LLMs to Follow Zero-shot Demonstrative Instructions.

Juncheng Li, Kaihang Pan, Zhiqi Ge, Minghe Gao, Wei Ji, Wenqiao Zhang, Tat-Seng Chua, Siliang Tang, Hanwang Zhang, Yueting Zhuang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data.

Qifan Yu, Juncheng Li, Longhui Wei, Liang Pang, Wentao Ye, Bosheng Qin, Siliang Tang, Qi Tian, Yueting Zhuang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

DIEM: Decomposition-Integration Enhancing Multimodal Insights.

Xinyi Jiang, Guoming Wang, Junhao Guo, Juncheng Li, Wenqiao Zhang, Rongxing Lu, Siliang Tang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Variational Cross-Graph Reasoning and Adaptive Structured Semantics Learning for Compositional Temporal Grounding.

Juncheng Li, Siliang Tang, Linchao Zhu, Wenqiao Zhang, Yi Yang, Tat-Seng Chua, Fei Wu, Yueting Zhuang

IEEE Trans. Pattern Anal. Mach. Intell., October, 2023

Revisiting the Domain Shift and Sample Uncertainty in Multi-source Active Domain Transfer.

Wenqiao Zhang, Zheqi Lv, Hao Zhou, Jia-Wei Liu, Juncheng Li, Mengze Li, Siliang Tang, Yueting Zhuang

CoRR, 2023

De-fine: Decomposing and Refining Visual Programs with Auto-Feedback.

Minghe Gao, Juncheng Li, Hao Fei, Liang Pang, Wei Ji, Guoming Wang, Wenqiao Zhang, Siliang Tang, Yueting Zhuang

CoRR, 2023

ControlRetriever: Harnessing the Power of Instructions for Controllable Retrieval.

Kaihang Pan, Juncheng Li, Hongye Song, Hao Fei, Wei Ji, Shuo Zhang, Jun Lin, Xiaozhong Liu, Siliang Tang

CoRR, 2023

Empowering Vision-Language Models to Follow Interleaved Vision-Language Instructions.

Juncheng Li, Kaihang Pan, Zhiqi Ge, Minghe Gao, Hanwang Zhang, Wei Ji, Wenqiao Zhang, Tat-Seng Chua, Siliang Tang, Yueting Zhuang

CoRR, 2023

Interactive Data Synthesis for Systematic Vision Adaptation via LLMs-AIGCs Collaboration.

Qifan Yu, Juncheng Li, Wentao Ye, Siliang Tang, Yueting Zhuang

CoRR, 2023

Meta-augmented Prompt Tuning for Better Few-shot Learning.

Kaihang Pan, Juncheng Li, Hongye Song, Jun Lin, Xiaozhong Liu, Siliang Tang

CoRR, 2023

Unsupervised Domain Adaptation for Video Object Grounding with Cascaded Debiasing Learning.

Mengze Li, Haoyu Zhang, Juncheng Li, Zhou Zhao, Wenqiao Zhang, Shengyu Zhang, Shiliang Pu, Yueting Zhuang, Fei Wu

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Visually-Prompted Language Model for Fine-Grained Scene Graph Generation in an Open World.

Qifan Yu, Juncheng Li, Yu Wu, Siliang Tang, Wei Ji, Yueting Zhuang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Gradient-Regulated Meta-Prompt Learning for Generalizable Vision-Language Models.

Juncheng Li, Minghe Gao, Longhui Wei, Siliang Tang, Wenqiao Zhang, Mengze Li, Wei Ji, Qi Tian, Tat-Seng Chua, Yueting Zhuang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Self-supervised Meta-Prompt Learning with Meta-Gradient Regularization for Few-shot Generalization.

Kaihang Pan, Juncheng Li, Hongye Song, Jun Lin, Xiaozhong Liu, Siliang Tang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Reasoning Makes Good Annotators : An Automatic Task-specific Rules Distilling Framework for Low-resource Relation Extraction.

Yilin Lu, Juncheng Li, Xiaoqiang Wang, Haochen Shi, Tao Chen, Siliang Tang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Global Structure Knowledge-Guided Relation Extraction Method for Visually-Rich Document.

Xiangnan Chen, Qian Xiao, Juncheng Li, Duo Dong, Jun Lin, Xiaozhong Liu, Siliang Tang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Are Binary Annotations Sufficient? Video Moment Retrieval via Hierarchical Uncertainty-based Active Learning.

Wei Ji, Renjie Liang, Zhedong Zheng, Wenqiao Zhang, Shengyu Zhang, Juncheng Li, Mengze Li, Tat-Seng Chua

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

BOSS: Bottom-up Cross-modal Semantic Composition with Hybrid Counterfactual Training for Robust Content-based Image Retrieval.

Wenqiao Zhang, Jiannan Guo, Mengze Li, Haochen Shi, Shengyu Zhang, Juncheng Li, Siliang Tang, Yueting Zhuang

CoRR, 2022

Fine-Grained Semantically Aligned Vision-Language Pre-Training.

Juncheng Li, Xin He, Longhui Wei, Long Qian, Linchao Zhu, Lingxi Xie, Yueting Zhuang, Qi Tian, Siliang Tang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Weakly-supervised Disentanglement Network for Video Fingerspelling Detection.

Ziqi Jiang, Shengyu Zhang, Siyuan Yao, Wenqiao Zhang, Sihan Zhang, Juncheng Li, Zhou Zhao, Fei Wu

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Dilated Context Integrated Network with Cross-Modal Consensus for Temporal Emotion Localization in Videos.

Juncheng Li, Junlin Xie, Linchao Zhu, Long Qian, Siliang Tang, Wenqiao Zhang, Haochen Shi, Shengyu Zhang, Longhui Wei, Qi Tian, Yueting Zhuang

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Compositional Temporal Grounding with Structured Variational Cross-Graph Correspondence Learning.

Juncheng Li, Junlin Xie, Long Qian, Linchao Zhu, Siliang Tang, Fei Wu, Yi Yang, Yueting Zhuang, Xin Eric Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

MAGIC: Multimodal relAtional Graph adversarIal inferenCe for Diverse and Unpaired Text-Based Image Captioning.

Wenqiao Zhang, Haochen Shi, Jiannan Guo, Shengyu Zhang, Qingpeng Cai, Juncheng Li, Sihui Luo, Yueting Zhuang

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Adaptive Hierarchical Graph Reasoning with Semantic Coherence for Video-and-Language Inference.

Juncheng Li, Siliang Tang, Linchao Zhu, Haochen Shi, Xuanwen Huang, Fei Wu, Yi Yang, Yueting Zhuang

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Topic Adaptation and Prototype Encoding for Few-Shot Visual Storytelling.

Jiacheng Li, Siliang Tang, Juncheng Li, Jun Xiao, Fei Wu, Shiliang Pu, Yueting Zhuang

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Unsupervised Reinforcement Learning of Transferable Meta-Skills for Embodied Navigation.

Juncheng Li, Xin Wang, Siliang Tang, Haizhou Shi, Fei Wu, Yueting Zhuang, William Yang Wang

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Walking with MIND: Mental Imagery eNhanceD Embodied QA.

Juncheng Li, Siliang Tang, Fei Wu, Yueting Zhuang

Proceedings of the 27th ACM International Conference on Multimedia, 2019