Juncheng Li

MoA: Heterogeneous Mixture of Adapters for Parameter-Efficient Fine-Tuning of Large Language Models ACL 2026 Evolving Generalist Virtual Agents with Generative and Associative Memory AAAI 2026 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 The Best of Both Worlds: Integrating Language Models and Diffusion Models for Video Generation ICCV 2025 Mastering Collaborative Multi-modal Data Selection: A Focus on Informativeness, Uniqueness, and Representativeness ICCV 2025 What Limits Virtual Agent Application? OmniBench: A Scalable Multi-Dimensional Benchmark for Essential Virtual Agent Capabilities ICML 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 Benchmarking Multimodal CoT Reward Model Stepwise by Visual Program ICCV 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 Boosting Virtual Agent Learning and Reasoning: A Step-Wise, Multi-Dimensional, and Generalist Reward Model with Benchmark ICML 2025 STEP: Enhancing Video-LLMs' Compositional Reasoning by Spatio-Temporal Graph-guided Self-Training CVPR 2025 On Path to Multimodal Generalist: General-Level and General-Bench ICML 2025 Generative Multimodal Pretraining with Discrete Diffusion Timestep Tokens CVPR 2025 Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning ICML 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 Vulnerabilities of Single-Round Incentive Compatibility in Auto-bidding: Theory and Evidence from ROI-Constrained Online Advertising Markets IJCAI 2024 Topological GCN for Improving Detection of Hip Landmarks from B-Mode Ultrasound Images MICCAI 2024 Global Structure Knowledge-Guided Relation Extraction Method for Visually-Rich Document EMNLP 2023 Self-supervised Meta-Prompt Learning with Meta-Gradient Regularization for Few-shot Generalization EMNLP 2023 Gradient-Regulated Meta-Prompt Learning for Generalizable Vision-Language Models ICCV 2023 Reasoning Makes Good Annotators : An Automatic Task-specific Rules Distilling Framework for Low-resource Relation Extraction 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 MAGIC: Multimodal relAtional Graph adversarIal inferenCe for Diverse and Unpaired Text-Based Image Captioning AAAI 2022 Compositional Temporal Grounding With Structured Variational Cross-Graph Correspondence Learning CVPR 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 Feature Distillation Interaction Weighting Network for Lightweight Image Super-resolution AAAI 2022 Lightweight Bimodal Network for Single-Image Super-Resolution via Symmetric CNN and Recursive Transformer IJCAI 2022 Masked Autoencoders that Listen NIPS 2022 Hierarchical Phone Recognition with Compositional Phonetics INTERSPEECH 2021 Structure-Preserving Deraining With Residue Channel Prior Guidance ICCV 2021 Adaptive Hierarchical Graph Reasoning With Semantic Coherence for Video-and-Language Inference ICCV 2021 Towards Zero-Shot Learning for Automatic Phonemic Transcription AAAI 2020 Unsupervised Reinforcement Learning of Transferable Meta-Skills for Embodied Navigation CVPR 2020 Adversarial Music: Real world Audio Adversary against Wake-word Detection System NIPS 2019 Adversarial camera stickers: A physical camera-based attack on deep learning systems ICML 2019 Comparing the Max and Noisy-Or Pooling Functions in Multiple Instance Learning for Weakly Supervised Sequence Learning Tasks INTERSPEECH 2018 Multi-scale Residual Network for Image Super-Resolution ECCV 2018 Multiple Instance Deep Learning for Weakly Supervised Small-Footprint Audio Event Detection INTERSPEECH 2018