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Jie Zhou — most-cited papers & profile · Multimodal
← authors
·
overview
Jie Zhou
194
papers ·
1712
citations ·
26
h-index
Northwestern Polytechnical University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
LLaVE: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning
2025 · 52 citations
Multimodal Incremental Transformer with Visual Grounding for Visual Dialogue Generation
2021 · 20 citations
MM-Interleaved: Interleaved Image-Text Generative Modeling via Multi-modal Feature Synchronizer
2024 · 6 citations
Generative Multi-Modal Knowledge Retrieval with Large Language Models
2024 · 2 citations
DMRM: A Dual-channel Multi-hop Reasoning Model for Visual Dialog
2019 · 1 citations
Summary-Oriented Vision Modeling for Multimodal Abstractive Summarization
2022 · 1 citations
Chain-of-Spot: Interactive Reasoning Improves Large Vision-Language Models
2024 · 1 citations
CMM-Math: A Chinese Multimodal Math Dataset To Evaluate and Enhance the Mathematics Reasoning of Large Multimodal Models
2024 · 1 citations
STEP3-VL-10B Technical Report
2026
Fine-grained Fragment Retrieval in Multi-modal Long-form Dialogues
2026
UME-R1: Exploring Reasoning-driven Generative Multimodal Embeddings
2025
VersaViT: Enhancing MLLM Vision Backbones via Task-Guided Optimization
2026
Investigating Cross-Modal Skill Injection: Scenarios, Methods, and Hyperparameters
2026
AwareVLN: Reasoning with Self-awareness for Vision-Language Navigation
2026
POINTS-Long: Adaptive Dual-Mode Visual Reasoning in MLLMs
2026
Top co-authors
Fandong Meng
· 9
Jinchao Zhang
· 4
Jiwen Lu
· 3
Liang He
· 3
Liqiang Niu
· 3
Qin Chen
· 3
Changyao Tian
· 2
Haicheng Wang
· 2
Hongsheng Li
· 2
Jifeng Dai
· 2
Jinan Xu
· 2
Jinsong Su
· 2
Topics
Vision-Language Models
Visual QA & Reasoning
Benchmarks
Image-Text Retrieval
Video-Language
Instruction Tuning
Embodied & Agents
Audio-Visual