Scholar
Zhongwei Wan
Google Scholar ID: EVj1cNoAAAAJ
The Ohio State University, PhD student
LLM
Multimodal
NLP
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Citations & Impact
All-time
Citations
1,292
H-index
18
i10-index
30
Publications
20
Co-authors
32
list available
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Publications
35 items
MathGen: Revealing the Illusion of Mathematical Competence through Text-to-Image Generation
2026
Cited
0
SpecEyes: Accelerating Agentic Multimodal LLMs via Speculative Perception and Planning
2026
Cited
0
MMSpec: Benchmarking Speculative Decoding for Vision-Language Models
2026
Cited
0
DSDR: Dual-Scale Diversity Regularization for Exploration in LLM Reasoning
2026
Cited
0
QuantVLA: Scale-Calibrated Post-Training Quantization for Vision-Language-Action Models
2026
Cited
0
Swordsman: Entropy-Driven Adaptive Block Partition for Efficient Diffusion Language Models
2026
Cited
0
MMDeepResearch-Bench: A Benchmark for Multimodal Deep Research Agents
2026
Cited
1
MMFormalizer: Multimodal Autoformalization in the Wild
arXiv.org · 2026
Cited
0
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Resume (English only)
Academic Achievements
Publications at top venues: NeurIPS, ICLR, ICML, EMNLP, ACL, NAACL, TMLR, ACM TOIS, ICASSP
Recipient of ECCV CADL Workshop Best Paper Award
Recipient of IEEE Internet Computing Magazine Best Paper Award
Reviewer for ICML, ICLR, NeurIPS, ACL, EMNLP, NAACL, TKDE, TMLR
Key works include PTA-GRPO (LLM reasoning), SRPO (MLLM reasoning), D2O (long-context LLM optimization), PhyX (physical reasoning dataset)
Co-authors
32 total
Mi Zhang
Associate Professor, Director of AIoT and MLSys Lab, The Ohio State University
Che Liu
Imperial College London
Xin Wang
The Ohio State University
Chaofan Tao
The University of Hong Kong
Hui Shen
University of Michigan, Ph.D. Student in Computer Science (2025.9-?)
Jing Xiong
The University of Hong Kong
Samiul Alam
Ohio State University
Huaxiu Yao
Assistant Professor of Computer Science and Data Science, UNC Chapel Hill
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