Linjie Li

55 papers · 2019–2026 · 12 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (12) 🏃 Academic Marathon (7) 🐝 Cross-Pollinator (14) 🌈 Renaissance Researcher (5) 🗺️ Taxonomy Completionist (73) 🏆 Grand Slam 🤝 Dynamic Duo (40) 🏆 Keyword Champion (3) 👑 Triple Crown 🔬 Deep Specialist (18) 💎 Century Club (54) ⚡ Prolific Year (13) 🗃️ Keyword Collector (202) 🔥 Unstoppable (8) 📈 Trend Setter ❓ The Questioner (2)

Conferences

CVPR (15) ICLR (8) NIPS (7) ICCV (5) EMNLP (4) ICML (4) ECCV (3) AAAI (2) ACL (2) IJCAI (2) WACV (2) NAACL (1)

Top co-authors

Lijuan Wang (40) Zhengyuan Yang (27) Kevin Lin (24) Jianfeng Wang (21) Zicheng Liu (17) Zhe Gan (17) Chung-Ching Lin (15) Jingjing Liu (12) Yu Cheng (12) Yen-Chun Chen (5)

Keywords

multimodal learning (14) vision-language model (6) diffusion model (5) video understanding (5) transfer learning (4) large language model (4) zero-shot learning (4) multi-modal learning (4) video generation (4) video question answering (4) text-to-video retrieval (3) text-to-image generation (3) image generation (3) masked language modeling (3) image-text retrieval (3) in-context learning (3) video captioning (3) image segmentation (3) visual question answering (3) representation learning (2)

Papers

Zero-Shot Audio-Visual Editing via Cross-Modal Delta Denoising WACV 2026

TextGround4M: A Prompt-Aligned Dataset for Layout-Aware Text Rendering AAAI 2026

ShowUI: One Vision-Language-Action Model for GUI Visual Agent CVPR 2025

LiVOS: Light Video Object Segmentation with Gated Linear Matching CVPR 2025

Synthetic Visual Genome CVPR 2025

Test-Time Preference Optimization: On-the-Fly Alignment via Iterative Textual Feedback ICML 2025

Can MLLMs Reason in Multimodality? EMMA: An Enhanced MultiModal ReAsoning Benchmark ICML 2025

MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models ICLR 2025

SlowFast-VGen: Slow-Fast Learning for Action-Driven Long Video Generation ICLR 2025

GenXD: Generating Any 3D and 4D Scenes ICLR 2025

CertainlyUncertain: A Benchmark and Metric for Multimodal Epistemic and Aleatoric Awareness ICLR 2025

MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in Videos ICLR 2025

EditRoom: LLM-parameterized Graph Diffusion for Composable 3D Room Layout Editing ICLR 2025

ImageGen-CoT: Enhancing Text-to-Image In-context Learning with Chain-of-Thought Reasoning ICCV 2025

Audio-Aware Large Language Models as Judges for Speaking Styles EMNLP 2025

Scaling Inference-Time Search with Vision Value Model for Improved Visual Comprehension ICCV 2025

GLIMPSE: Do Large Vision-Language Models Truly Think With Videos or Just Glimpse at Them? EMNLP 2025

MMSum: A Dataset for Multimodal Summarization and Thumbnail Generation of Videos CVPR 2024

Leveraging Visual Tokens for Extended Text Contexts in Multi-Modal Learning NIPS 2024

Interfacing Foundation Models' Embeddings NIPS 2024

VideoGUI: A Benchmark for GUI Automation from Instructional Videos NIPS 2024

Motion Consistency Model: Accelerating Video Diffusion with Disentangled Motion-Appearance Distillation NIPS 2024

MM-Narrator: Narrating Long-form Videos with Multimodal In-Context Learning CVPR 2024

DisCo: Disentangled Control for Realistic Human Dance Generation CVPR 2024

IDOL: Unified Dual-Modal Latent Diffusion for Human-Centric Joint Video-Depth Generation ECCV 2024

Idea2Img: Iterative Self-Refinement with GPT-4V for Automatic Image Design and Generation ECCV 2024

Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning ICLR 2024

The Generative AI Paradox: “What It Can Create, It May Not Understand” ICLR 2024

MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities ICML 2024

Bring Metric Functions into Diffusion Models IJCAI 2024

Generalized Decoding for Pixel, Image, and Language CVPR 2023

LAVENDER: Unifying Video-Language Understanding As Masked Language Modeling CVPR 2023

Equivariant Similarity for Vision-Language Foundation Models ICCV 2023

ReCo: Region-Controlled Text-to-Image Generation CVPR 2023

An Empirical Study of End-to-End Video-Language Transformers With Masked Visual Modeling CVPR 2023

Adaptive Human Matting for Dynamic Videos CVPR 2023

NUWA-XL: Diffusion over Diffusion for eXtremely Long Video Generation ACL 2023

Segment Everything Everywhere All at Once NIPS 2023

Learning 3D Photography Videos via Self-supervised Diffusion on Single Images IJCAI 2023

An Empirical Study of Multimodal Model Merging EMNLP 2023

Playing Lottery Tickets with Vision and Language AAAI 2022

Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone NIPS 2022

SwinBERT: End-to-End Transformers With Sparse Attention for Video Captioning CVPR 2022

Cross-Modal Representation Learning for Zero-Shot Action Recognition CVPR 2022

Meta Module Network for Compositional Visual Reasoning WACV 2021

Adversarial VQA: A New Benchmark for Evaluating the Robustness of VQA Models ICCV 2021

UC2: Universal Cross-Lingual Cross-Modal Vision-and-Language Pre-Training CVPR 2021

LightningDOT: Pre-training Visual-Semantic Embeddings for Real-Time Image-Text Retrieval NAACL 2021

Less Is More: ClipBERT for Video-and-Language Learning via Sparse Sampling CVPR 2021

UNITER: UNiversal Image-TExt Representation Learning ECCV 2020

HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training EMNLP 2020

Graph Optimal Transport for Cross-Domain Alignment ICML 2020

Large-Scale Adversarial Training for Vision-and-Language Representation Learning NIPS 2020

Multi-step Reasoning via Recurrent Dual Attention for Visual Dialog ACL 2019

Relation-Aware Graph Attention Network for Visual Question Answering ICCV 2019