← Authors

Juncheng Li

52 papers · 2018–2026 · 14 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌍 Conference Polyglot (14) πŸƒ Academic Marathon (7) πŸ—ΊοΈ Taxonomy Completionist (76) 🌈 Renaissance Researcher (10) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (12) 🀝 Dynamic Duo (31) πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ‘₯ Mega-Team (32) πŸ”¬ Deep Specialist (17) 🧬 Topic Evolution πŸ† Keyword Champion ❓ The Questioner (2) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (219) πŸ”₯ Unstoppable (8) ⚑ Prolific Year (17) πŸ’Ž Century Club (51) πŸš€ Conference Pioneer

Conferences

CVPR (12) ICCV (9) ICML (6) NIPS (5) AAAI (4) INTERSPEECH (4) EMNLP (3) ACL (2) IJCAI (2) AISTATS (1) COLING (1) ECCV (1) ICLR (1) MICCAI (1)

Top co-authors

Siliang Tang (32) Yueting Zhuang (20) Wenqiao Zhang (13) Kaihang Pan (12) Tat-Seng Chua (11) Qifan Yu (9) Hanwang Zhang (8) Minghe Gao (8) Florian Metze (7) Wei Ji (6)

Keywords

multimodal large language model (8) multimodal learning (5) convolutional neural network (4) large language model (3) diffusion model (3) vision-language model (3) multiple instance learning (2) active learning (2) adversarial attack (2) image generation (2) domain generalization (2) reinforcement learning (2) zero-shot learning (2) image super-resolution (2) scene graph (2) deep learning (2) uncertainty quantification (2) text-to-image generation (2) few-shot learning (2) self-supervised learning (2)

Papers

Evolving Generalist Virtual Agents with Generative and Associative Memory AAAI 2026
STEP: Enhancing Video-LLMs' Compositional Reasoning by Spatio-Temporal Graph-guided Self-Training CVPR 2025
Generative Multimodal Pretraining with Discrete Diffusion Timestep Tokens CVPR 2025
AnyEdit: Mastering Unified High-Quality Image Editing for Any Idea CVPR 2025
SILMM: Self-Improving Large Multimodal Models for Compositional Text-to-Image Generation CVPR 2025
Learning 4D Panoptic Scene Graph Generation from Rich 2D Visual Scene CVPR 2025
Mastering Collaborative Multi-modal Data Selection: A Focus on Informativeness, Uniqueness, and Representativeness ICCV 2025
Benchmarking Multimodal CoT Reward Model Stepwise by Visual Program ICCV 2025
TeamLoRA: Boosting Low-Rank Adaptation with Expert Collaboration and Competition ACL 2025
Align2LLaVA: Cascaded Human and Large Language Model Preference Alignment for Multi-modal Instruction Curation ACL 2025
Choice is what matters after Attention AISTATS 2025
ITERATE: Image-Text Enhancement, Retrieval, and Alignment for Transmodal Evolution with LLMs COLING 2025
IDEATOR: Jailbreaking and Benchmarking Large Vision-Language Models Using Themselves ICCV 2025
Iris: Breaking GUI Complexity with Adaptive Focus and Self-Refining ICCV 2025
The Best of Both Worlds: Integrating Language Models and Diffusion Models for Video Generation ICCV 2025
Boosting Virtual Agent Learning and Reasoning: A Step-Wise, Multi-Dimensional, and Generalist Reward Model with Benchmark ICML 2025
What Limits Virtual Agent Application? OmniBench: A Scalable Multi-Dimensional Benchmark for Essential Virtual Agent Capabilities ICML 2025
On Path to Multimodal Generalist: General-Level and General-Bench ICML 2025
Vulnerabilities of Single-Round Incentive Compatibility in Auto-bidding: Theory and Evidence from ROI-Constrained Online Advertising Markets IJCAI 2024
Unified Generative and Discriminative Training for Multi-modal Large Language Models NIPS 2024
Towards Unified Multimodal Editing with Enhanced Knowledge Collaboration NIPS 2024
DIEM: Decomposition-Integration Enhancing Multimodal Insights CVPR 2024
Revisiting the Domain Shift and Sample Uncertainty in Multi-source Active Domain Transfer CVPR 2024
Learning Coupled Dictionaries from Unpaired Data for Image Super-Resolution CVPR 2024
HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data CVPR 2024
Fine-tuning Multimodal LLMs to Follow Zero-shot Demonstrative Instructions ICLR 2024
Auto-Encoding Morph-Tokens for Multimodal LLM ICML 2024
Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning ICML 2024
Topological GCN for Improving Detection of Hip Landmarks from B-Mode Ultrasound Images MICCAI 2024
Reasoning Makes Good Annotators : An Automatic Task-specific Rules Distilling Framework for Low-resource Relation Extraction EMNLP 2023
Gradient-Regulated Meta-Prompt Learning for Generalizable Vision-Language Models ICCV 2023
Self-supervised Meta-Prompt Learning with Meta-Gradient Regularization for Few-shot Generalization EMNLP 2023
Are Binary Annotations Sufficient? Video Moment Retrieval via Hierarchical Uncertainty-Based Active Learning CVPR 2023
Visually-Prompted Language Model for Fine-Grained Scene Graph Generation in an Open World ICCV 2023
Global Structure Knowledge-Guided Relation Extraction Method for Visually-Rich Document EMNLP 2023
Lightweight Bimodal Network for Single-Image Super-Resolution via Symmetric CNN and Recursive Transformer IJCAI 2022
Feature Distillation Interaction Weighting Network for Lightweight Image Super-resolution AAAI 2022
Masked Autoencoders that Listen NIPS 2022
Compositional Temporal Grounding With Structured Variational Cross-Graph Correspondence Learning CVPR 2022
MAGIC: Multimodal relAtional Graph adversarIal inferenCe for Diverse and Unpaired Text-Based Image Captioning AAAI 2022
AudioTagging Done Right: 2nd comparison of deep learning methods for environmental sound classification INTERSPEECH 2022
Fine-Grained Semantically Aligned Vision-Language Pre-Training NIPS 2022
Structure-Preserving Deraining With Residue Channel Prior Guidance ICCV 2021
Hierarchical Phone Recognition with Compositional Phonetics INTERSPEECH 2021
Adaptive Hierarchical Graph Reasoning With Semantic Coherence for Video-and-Language Inference ICCV 2021
Unsupervised Reinforcement Learning of Transferable Meta-Skills for Embodied Navigation CVPR 2020
Towards Zero-Shot Learning for Automatic Phonemic Transcription AAAI 2020
Adversarial camera stickers: A physical camera-based attack on deep learning systems ICML 2019
Adversarial Music: Real world Audio Adversary against Wake-word Detection System NIPS 2019
Multiple Instance Deep Learning for Weakly Supervised Small-Footprint Audio Event Detection INTERSPEECH 2018
Multi-scale Residual Network for Image Super-Resolution ECCV 2018
Comparing the Max and Noisy-Or Pooling Functions in Multiple Instance Learning for Weakly Supervised Sequence Learning Tasks INTERSPEECH 2018