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
Expanding the Action Space of LLMs to Reason Beyond Language
arXiv 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
MoA: Heterogeneous Mixture of Adapters for Parameter-Efficient Fine-Tuning of Large Language Models
arXiv 2025
The Best of Both Worlds: Integrating Language Models and Diffusion Models for Video Generation
ICCV 2025
Align$^2$LLaVA: Cascaded Human and Large Language Model Preference Alignment for Multi-modal Instruction Curation
arXiv 2024
Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning
arXiv 2024
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
Self-supervised Meta-Prompt Learning with Meta-Gradient Regularization for Few-shot Generalization
arXiv 2023
Fine-tuning Multimodal LLMs to Follow Zero-shot Demonstrative Instructions
arXiv 2023
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
Masked Autoencoders that Listen
arXiv 2022
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