Zihu Wang

PhD student, Electrical and Computer Engineering, University of California, Santa Barbara

Joined

November 2022

Names

Zihu Wang (Preferred)

Emails

****@ucsb.edu (Confirmed)

Personal Links

Google Scholar

DBLP

Semantic Scholar

Career & Education History

PhD student

Electrical and Computer Engineering, University of California, Santa Barbara (ucsb.edu)

2021 – 2026

MS student

Electrical Engineering, Columbia University (columbia.edu)

2019 – 2021

Undergrad student

Optical and Electronic Information, Huazhong University of Science and Technology (hust.edu.cn)

2015 – 2019

Advisors, Relations & Conflicts

PhD Advisor

Peng Li

2021 – 2025

Expertise

Machine Learning

2021 – 2026

Multimodality

2021 – 2026

Large Language Model

2021 – 2026

Self-supervised Learning

2021 – 2026

Computer Vision

2021 – 2026

Reasoning

2021 – 2026

Publications

VEGAS: Mitigating Hallucinations in Large Vision-Language Models via Vision-Encoder Attention Guided Adaptive Steering
Zihu Wang, Boxun Xu, Peng Li
- OpenReview Archive Direct Upload
- Readers: Everyone
Khan-GCL: Kolmogorov-Arnold Network Based Graph Contrastive Learning with Hard Negatives
Zihu Wang, Boxun Xu, Hejia Geng, Peng Li
- The AAAI Conference on Artificial Intelligence (AAAI)
- Readers: Everyone
AMS-KV: Adaptive KV Caching in Multi-Scale Visual Autoregressive Transformers
Boxun Xu, Yu Wang, Zihu Wang, Peng Li
- The AAAI Conference on Artificial Intelligence (AAAI)
- Readers: Everyone
The Landscape of Agentic Reinforcement Learning for LLMs: A Survey
Guibin Zhang, Hejia Geng, Xiaohang Yu, Zhenfei Yin, Zaibin Zhang, Zelin Tan, Heng Zhou, Zhong-Zhi Li, Xiangyuan Xue, Yijiang Li, Yifan Zhou, Yang Chen, Chen Zhang, Yutao Fan, Zihu Wang, Songtao Huang, Francisco Piedrahita Velez, Yue Liao, Hongru Wang, Mengyue Yang et al. (5 additional authors not shown)
- Trans. Mach. Learn. Res. 2026
- Readers: Everyone
Khan-GCL: Kolmogorov-Arnold Network Based Graph Contrastive Learning with Hard Negatives
Zihu Wang, Boxun Xu, Hejia Geng, Peng Li
- AAAI 2026
- Readers: Everyone
AMS-KV: Adaptive KV Caching in Multi-Scale Visual Autoregressive Transformers
Boxun Xu, Yu Wang, Zihu Wang, Peng Li
- AAAI 2026
- Readers: Everyone
VEGAS: Mitigating Hallucinations in Large Vision-Language Models via Vision-Encoder Attention Guided Adaptive Steering
Zihu Wang, Boxun Xu, Yuxuan Xia, Peng Li
- CoRR 2025
- Readers: Everyone
The Landscape of Agentic Reinforcement Learning for LLMs: A Survey
Guibin Zhang, Hejia Geng, Xiaohang Yu, Zhenfei Yin, Zaibin Zhang, Zelin Tan, Heng Zhou, Zhong-Zhi Li, Xiangyuan Xue, Yijiang Li, Yifan Zhou, Yang Chen, Chen Zhang, Yutao Fan, Zihu Wang, Songtao Huang, Francisco Piedrahita Velez, Yue Liao, Hongru WANG, Mengyue Yang et al. (5 additional authors not shown)
- Accepted by TMLR
- Readers: Everyone
The Landscape of Agentic Reinforcement Learning for LLMs: A Survey
Guibin Zhang, Hejia Geng, Xiaohang Yu, Zhenfei Yin, Zaibin Zhang, Zelin Tan, Heng Zhou, Zhongzhi Li, Xiangyuan Xue, Yijiang Li, Yifan Zhou, Yang Chen, Chen Zhang, Yutao Fan, Zihu Wang, Songtao Huang, Yue Liao, Hongru Wang, Mengyue Yang, Heng Ji et al. (5 additional authors not shown)
- CoRR 2025
- Readers: Everyone

View all 21 publications

Co-Authors

View all 43 co-authors