Scholar
Sixiang Chen
Google Scholar ID: EtljKSgAAAAJ
The Hong Kong University of Science and Technology (Guangzhou)
Computer Vision
Image Restoration
AIGC
MLLM
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Citations & Impact
All-time
Citations
1,371
H-index
20
i10-index
28
Publications
20
Co-authors
17
list available
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Publications
11 items
STAR-Pro: Stage-Wise Token Adaptive Reduction with Progressive Refinement for Efficient Large Vision-Language Models
2026
Cited
0
Do Robotic World Models Really Follow Actions? Diagnosing and Aligning Action-Conditioned Generation for Policy Learning
2026
Cited
0
Robo-Dopamine 2.0: History-Conditioned and OOD-Aware Process Reward Modeling for Robotic Manipulation
2026
Cited
0
WorldSimProbe: Diagnosing Simulator Faithfulness in Action-Conditioned World Models for Embodied Manipulation
2026
Cited
0
DeepSearch-World: Self-Distillation for Deep Search Agents in a Verifiable Environment
2026
Cited
0
SegDINO: Introducing Multi-Scale Structure into DINO for Efficient Medical Image Segmentation
2026
Cited
0
SafeDojo: Safe Reinforcement Learning for VLA via Interactive World Model
2026
Cited
0
GenEvolve: Self-Evolving Image Generation Agents via Tool-Orchestrated Visual Experience Distillation
2026
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0
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Resume (English only)
Academic Achievements
Published extensively at top-tier venues: ICCV'2025 (1), CVPR'2025 (3), AAAI'2025 (4), NeurIPS'2024 (1), ECCV'2024 (2), etc.
Released PosterCraft—a unified framework for high-quality aesthetic poster generation
Published GPT-4o Image Generation Capabilities evaluation report on arXiv
Awarded 'Outstanding Graduate' from Jimei University
Serving as reviewer for major conferences and journals including NeurIPS, ICCV, CVPR, ICML, TIP, TMM, TITS, TCSVT
Co-authors
17 total
Tian Ye
The Hong Kong University of Science and Technology (Guangzhou)
Lei Zhu
Hong Kong University of Science and Technology
Wenhao Chai
Princeton University
Zhaohu Xing
Hong Kong University of Science and Technology (Guangzhou)
Yunlong Lin
Xiamen University
Haoyu Chen
Hong Kong University of Science and Technology (Guangzhou)
Jingjing Ren
the Hong Kong University of Science and Technology (Guangzhou)
Yijun YANG
The Hong Kong University of Science and Technology (Guangzhou)