Juncheng Li

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 42

Top Topics

Temporal Reasoning

Top Venues

Publications

Minghe Gao, Shuang Chen, Liang Pang, Yuan Yao, Jisheng Dang, Wenqiao Zhang, Juncheng Li, Siliang Tang, Yueting Zhuang, Tat-Seng Chua
Fact : Teaching MLLMs with Faithful, Concise and Transferable Rationales. CoRR (2024)
Kaihang Pan, Siliang Tang, Juncheng Li, Zhaoyu Fan, Wei Chow, Shuicheng Yan, Tat-Seng Chua, Yueting Zhuang, Hanwang Zhang
Auto-Encoding Morph-Tokens for Multimodal LLM. CoRR (2024)
Long Qian, Juncheng Li, Yu Wu, Yaobo Ye, Hao Fei, Tat-Seng Chua, Yueting Zhuang, Siliang Tang
Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning. CoRR (2024)
Juncheng Li, Kaihang Pan, Zhiqi Ge, Minghe Gao, Wei Ji, Wenqiao Zhang, Tat-Seng Chua, Siliang Tang, Hanwang Zhang, Yueting Zhuang
Fine-tuning Multimodal LLMs to Follow Zero-shot Demonstrative Instructions. ICLR (2024)
Haoyu Zheng, Wenqiao Zhang, Yaoke Wang, Hao Zhou, Jiang Liu, Juncheng Li, Zheqi Lv, Siliang Tang, Yueting Zhuang
LASER: Tuning-Free LLM-Driven Attention Control for Efficient Text-conditioned Image-to-Animation. CoRR (2024)
Kaihang Pan, Juncheng Li, Wenjie Wang, Hao Fei, Hongye Song, Wei Ji, Jun Lin, Xiaozhong Liu, Tat-Seng Chua, Siliang Tang
I3: Intent-Introspective Retrieval Conditioned on Instructions. SIGIR (2024)
Jianhao Guo, Siliang Tang, Juncheng Li, Kaihang Pan, Lingfei Wu
RustGraph: Robust Anomaly Detection in Dynamic Graphs by Jointly Learning Structural-Temporal Dependency. IEEE Trans. Knowl. Data Eng. 36 (7) (2024)
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
HyperLLaVA: Dynamic Visual and Language Expert Tuning for Multimodal Large Language Models. CoRR (2024)
Mengze Li, Haoyu Zhang, Juncheng Li, Zhou Zhao, Wenqiao Zhang, Shengyu Zhang, Shiliang Pu, Yueting Zhuang, Fei Wu
Unsupervised Domain Adaptation for Video Object Grounding with Cascaded Debiasing Learning. ACM Multimedia (2023)
Wei Ji, Renjie Liang, Zhedong Zheng, Wenqiao Zhang, Shengyu Zhang, Juncheng Li, Mengze Li, Tat-Seng Chua
Are Binary Annotations Sufficient? Video Moment Retrieval via Hierarchical Uncertainty-based Active Learning. CVPR (2023)
Minghe Gao, Juncheng Li, Hao Fei, Liang Pang, Wei Ji, Guoming Wang, Wenqiao Zhang, Siliang Tang, Yueting Zhuang
De-fine: Decomposing and Refining Visual Programs with Auto-Feedback. CoRR (2023)
Kaihang Pan, Juncheng Li, Hongye Song, Jun Lin, Xiaozhong Liu, Siliang Tang
Meta-augmented Prompt Tuning for Better Few-shot Learning. CoRR (2023)
Juncheng Li, Siliang Tang, Linchao Zhu, Wenqiao Zhang, Yi Yang, Tat-Seng Chua, Fei Wu, Yueting Zhuang
Variational Cross-Graph Reasoning and Adaptive Structured Semantics Learning for Compositional Temporal Grounding. IEEE Trans. Pattern Anal. Mach. Intell. 45 (10) (2023)
Juncheng Li, Kaihang Pan, Zhiqi Ge, Minghe Gao, Hanwang Zhang, Wei Ji, Wenqiao Zhang, Tat-Seng Chua, Siliang Tang, Yueting Zhuang
Empowering Vision-Language Models to Follow Interleaved Vision-Language Instructions. CoRR (2023)
Xiangnan Chen, Juncheng Li, Duo Dong, Qian Xiao, Jun Lin, Xiaozhong Liu, Siliang Tang
Global Structure Knowledge-Guided Relation Extraction Method for Visually-Rich Document. CoRR (2023)
Kaihang Pan, Juncheng Li, Hongye Song, Jun Lin, Xiaozhong Liu, Siliang Tang
Self-supervised Meta-Prompt Learning with Meta-Gradient Regularization for Few-shot Generalization. EMNLP (Findings) (2023)
Qifan Yu, Juncheng Li, Yu Wu, Siliang Tang, Wei Ji, Yueting Zhuang
Visually-Prompted Language Model for Fine-Grained Scene Graph Generation in an Open World. ICCV (2023)
Qifan Yu, Juncheng Li, Wentao Ye, Siliang Tang, Yueting Zhuang
Interactive Data Synthesis for Systematic Vision Adaptation via LLMs-AIGCs Collaboration. CoRR (2023)
Bosheng Qin, Juncheng Li, Siliang Tang, Tat-Seng Chua, Yueting Zhuang
InstructVid2Vid: Controllable Video Editing with Natural Language Instructions. CoRR (2023)
Juncheng Li, Minghe Gao, Longhui Wei, Siliang Tang, Wenqiao Zhang, Mengze Li, Wei Ji, Qi Tian, Tat-Seng Chua, Yueting Zhuang
Gradient-Regulated Meta-Prompt Learning for Generalizable Vision-Language Models. CoRR (2023)
Juncheng Li, Siliang Tang, Linchao Zhu, Wenqiao Zhang, Yi Yang, Tat-Seng Chua, Fei Wu, Yueting Zhuang
Variational Cross-Graph Reasoning and Adaptive Structured Semantics Learning for Compositional Temporal Grounding. CoRR (2023)
Qifan Yu, Juncheng Li, Yu Wu, Siliang Tang, Wei Ji, Yueting Zhuang
Visually-Prompted Language Model for Fine-Grained Scene Graph Generation in an Open World. CoRR (2023)
Kaihang Pan, Juncheng Li, Hongye Song, Hao Fei, Wei Ji, Shuo Zhang, Jun Lin, Xiaozhong Liu, Siliang Tang
ControlRetriever: Harnessing the Power of Instructions for Controllable Retrieval. CoRR (2023)
Bosheng Qin, Juncheng Li, Siliang Tang, Yueting Zhuang
DBA: Efficient Transformer with Dynamic Bilinear Low-Rank Attention. CoRR (2022)
Juncheng Li, Junlin Xie, Linchao Zhu, Long Qian, Siliang Tang, Wenqiao Zhang, Haochen Shi, Shengyu Zhang, Longhui Wei, Qi Tian, Yueting Zhuang
Dilated Context Integrated Network with Cross-Modal Consensus for Temporal Emotion Localization in Videos. CoRR (2022)
Juncheng Li, Junlin Xie, Long Qian, Linchao Zhu, Siliang Tang, Fei Wu, Yi Yang, Yueting Zhuang, Xin Eric Wang
Compositional Temporal Grounding with Structured Variational Cross-Graph Correspondence Learning. CVPR (2022)
Juncheng Li, Xin He, Longhui Wei, Long Qian, Linchao Zhu, Lingxi Xie, Yueting Zhuang, Qi Tian, Siliang Tang
Fine-Grained Semantically Aligned Vision-Language Pre-Training. NeurIPS (2022)
Wenqiao Zhang, Jiannan Guo, Mengze Li, Haochen Shi, Shengyu Zhang, Juncheng Li, Siliang Tang, Yueting Zhuang
BOSS: Bottom-up Cross-modal Semantic Composition with Hybrid Counterfactual Training for Robust Content-based Image Retrieval. CoRR (2022)
Juncheng Li, Xin He, Longhui Wei, Long Qian, Linchao Zhu, Lingxi Xie, Yueting Zhuang, Qi Tian, Siliang Tang
Fine-Grained Semantically Aligned Vision-Language Pre-Training. CoRR (2022)
Ziqi Jiang, Shengyu Zhang, Siyuan Yao, Wenqiao Zhang, Sihan Zhang, Juncheng Li, Zhou Zhao, Fei Wu
Weakly-supervised Disentanglement Network for Video Fingerspelling Detection. ACM Multimedia (2022)
Juncheng Li, Junlin Xie, Linchao Zhu, Long Qian, Siliang Tang, Wenqiao Zhang, Haochen Shi, Shengyu Zhang, Longhui Wei, Qi Tian, Yueting Zhuang
Dilated Context Integrated Network with Cross-Modal Consensus for Temporal Emotion Localization in Videos. ACM Multimedia (2022)
Wenqiao Zhang, Haochen Shi, Jiannan Guo, Shengyu Zhang, Qingpeng Cai, Juncheng Li, Sihui Luo, Yueting Zhuang
MAGIC: Multimodal relAtional Graph adversarIal inferenCe for Diverse and Unpaired Text-Based Image Captioning. AAAI (2022)
Juncheng Li, Junlin Xie, Long Qian, Linchao Zhu, Siliang Tang, Fei Wu, Yi Yang, Yueting Zhuang, Xin Eric Wang
Compositional Temporal Grounding with Structured Variational Cross-Graph Correspondence Learning. CoRR (2022)
Juncheng Li, Siliang Tang, Linchao Zhu, Haochen Shi, Xuanwen Huang, Fei Wu, Yi Yang, Yueting Zhuang
Adaptive Hierarchical Graph Reasoning with Semantic Coherence for Video-and-Language Inference. ICCV (2021)
Juncheng Li, Siliang Tang, Linchao Zhu, Haochen Shi, Xuanwen Huang, Fei Wu, Yi Yang, Yueting Zhuang
Adaptive Hierarchical Graph Reasoning with Semantic Coherence for Video-and-Language Inference. CoRR (2021)
Wenqiao Zhang, Haochen Shi, Jiannan Guo, Shengyu Zhang, Qingpeng Cai, Juncheng Li, Sihui Luo, Yueting Zhuang
MAGIC: Multimodal relAtional Graph adversarIal inferenCe for Diverse and Unpaired Text-based Image Captioning. CoRR (2021)
Jiacheng Li, Siliang Tang, Juncheng Li, Jun Xiao, Fei Wu, Shiliang Pu, Yueting Zhuang
Topic Adaptation and Prototype Encoding for Few-Shot Visual Storytelling. ACM Multimedia (2020)
Juncheng Li, Xin Wang, Siliang Tang, Haizhou Shi, Fei Wu, Yueting Zhuang, William Yang Wang
Unsupervised Reinforcement Learning of Transferable Meta-Skills for Embodied Navigation. CVPR (2020)
Jiacheng Li, Siliang Tang, Juncheng Li, Jun Xiao, Fei Wu, Shiliang Pu, Yueting Zhuang
Topic Adaptation and Prototype Encoding for Few-Shot Visual Storytelling. CoRR (2020)
Juncheng Li, Xin Wang, Siliang Tang, Haizhou Shi, Fei Wu, Yueting Zhuang, William Yang Wang
Unsupervised Reinforcement Learning of Transferable Meta-Skills for Embodied Navigation. CoRR (2019)
Juncheng Li, Siliang Tang, Fei Wu, Yueting Zhuang
Walking with MIND: Mental Imagery eNhanceD Embodied QA. ACM Multimedia (2019)
Juncheng Li, Siliang Tang, Fei Wu, Yueting Zhuang
Walking with MIND: Mental Imagery eNhanceD Embodied QA. CoRR (2019)