Juncheng Li
- Papers
- 21
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Authored papers
21InstructSAM: Segment Any Instance with Any Instructions
arXiv 2026
OpenRT: An Open-Source Red Teaming Framework for Multimodal LLMs
arXiv 2026
Evolve the Method, Not the Prompts: Evolutionary Synthesis of Jailbreak Attacks on LLMs
arXiv 2025
BackdoorVLM: A Benchmark for Backdoor Attacks on Vision-Language Models
arXiv 2025
WEAVE: Unleashing and Benchmarking the In-context Interleaved Comprehension and Generation
arXiv 2025
Decoupled Seg Tokens Make Stronger Reasoning Video Segmenter and Grounder
arXiv 2025
The Best of Both Worlds: Integrating Language Models and Diffusion Models for Video Generation
ICCV 2025
HarmonyGuard: Toward Safety and Utility in Web Agents via Adaptive Policy Enhancement and Dual-Objective Optimization
arXiv 2025
On Path to Multimodal Generalist: General-Level and General-Bench
arXiv 2025
WiseEdit: Benchmarking Cognition- and Creativity-Informed Image Editing
arXiv 2025
Expanding the Action Space of LLMs to Reason Beyond Language
arXiv 2025
MoA: Heterogeneous Mixture of Adapters for Parameter-Efficient Fine-Tuning of Large Language Models
arXiv 2025
HumanEdit: A High-Quality Human-Rewarded Dataset for Instruction-based Image Editing
arXiv 2024
HyperLLaVA: Dynamic Visual and Language Expert Tuning for Multimodal Large Language Models
arXiv 2024
Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning
arXiv 2024
Align$^2$LLaVA: Cascaded Human and Large Language Model Preference Alignment for Multi-modal Instruction Curation
arXiv 2024
HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data
CVPR 2024 1
Visually-Prompted Language Model for Fine-Grained Scene Graph Generation in an Open World
ICCV 2023 1
Fine-tuning Multimodal LLMs to Follow Zero-shot Demonstrative Instructions
arXiv 2023
Self-supervised Meta-Prompt Learning with Meta-Gradient Regularization for Few-shot Generalization
arXiv 2023
Masked Autoencoders that Listen
arXiv 2022
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