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Xihui Liu — most-cited papers & profile · Multimodal
← authors
·
overview
Xihui Liu
66
papers ·
166
citations ·
28
h-index
Tsinghua University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
CAMP: Cross-Modal Adaptive Message Passing for Text-Image Retrieval
2019 · 31 citations
Ost-bench: Evaluating The Capabilities Of Mllms In Online Spatio-temporal Scene Understanding
2025 · 1 citations
Representation Forcing for Bottleneck-Free Unified Multimodal Models
2026
Got-r1: Unleashing Reasoning Capability Of MLLM For Visual Generation With Reinforcement Learning
2025
Thinking with Imagination: Agentic Visual Spatial Reasoning with World Simulators
2026
DIAL: Decoupling Intent and Action via Latent World Modeling for End-to-End VLA
2026
SRUM: Fine-Grained Self-Rewarding for Unified Multimodal Models
2025
StreamVLN: Streaming Vision-and-Language Navigation via SlowFast Context Modeling
2025
Exploring the Effect of Reinforcement Learning on Video Understanding: Insights from SEED-Bench-R1
2025
PUMA: Empowering Unified MLLM with Multi-granular Visual Generation
2024
V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding
2024
Top co-authors
Chengqi Duan
· 3
Chenming Zhu
· 3
Hongsheng Li
· 3
Jiangmiao Pang
· 3
Tai Wang
· 3
Jifeng Dai
· 2
Kun Wang
· 2
Rongyao Fang
· 2
Xingyu Zeng
· 2
Yi Chen
· 2
Yixiao Ge
· 2
Yuqing Wang
· 2
Topics
Vision-Language Models
Benchmarks
Embodied & Agents
Visual QA & Reasoning
Video-Language
Image-Text Retrieval
Instruction Tuning