Suhang Wang

Associate Professor, College of Information Sciences and Technology, Pennsylvania State University

Joined

July 2019

Names

Suhang Wang

Emails

****@psu.edu (Confirmed)

Personal Links

Career & Education History

Associate Professor

College of Information Sciences and Technology, Pennsylvania State University (psu.edu)

2024 – Present

Assistant Professor

College of Information Sciences and Technology, Pennsylvania State University (psu.edu)

2018 – 2024

PhD student

Department of Computer Science, Arizona State University (asu.edu)

2014 – 2018

MS student

Department of Electrical and Computer Engineering, University of Michigan (umich.edu)

2012 – 2013

Advisors, Relations & Conflicts

PhD Advisor

Huan Liu

2014 – 2018

Expertise

Graph Neural Networks

2016 – Present

Generative Adversarial Networks

2016 – Present

Adversarial Learning

2016 – Present

Graph Mining

2014 – Present

Deep Learning

2014 – Present

Publications

A Comprehensive Survey of Small Language Models in the Era of Large Language Models: Techniques, Enhancements, Applications, Collaboration with LLMs, and Trustworthiness
Fali Wang, Zhiwei Zhang, Xianren Zhang, Zongyu Wu, Tzuhao Mo, Qiuhao Lu, Wanjing Wang, Rui Li, Junjie Xu, Xianfeng Tang, Qi He, Yao Ma, Ming Huang, Suhang Wang
- ACM Trans. Intell. Syst. Technol. 2025
- Readers: Everyone
Unlocking the Power of Multi-Agent LLM for Reasoning: From Lazy Agents to Deliberation
Zhiwei Zhang, Xiaomin Li, Yudi Lin, Hui Liu, Ramraj Chandradevan, Linlin Wu, Minhua Lin, Fali Wang, Xianfeng Tang, Qi He, Suhang Wang
- CoRR 2025
- Readers: Everyone
Generalizing Test-time Compute-optimal Scaling as an Optimizable Graph
Fali Wang, Jihai Chen, Shuhua Yang, Runxue Bao, Tianxiang Zhao, Zhiwei Zhang, Xianfeng Tang, Hui Liu, Qi He, Suhang Wang
- CoRR 2025
- Readers: Everyone
DiffKGW: Stealthy and Robust Diffusion Model Watermarking
Tianxin Wei, Ruizhong Qiu, Yifan Chen, Yunzhe Qi, Jiacheng Lin, Wenxuan Bao, Wenju Xu, Sreyashi Nag, Ruirui Li, Hanqing Lu, Zhengyang Wang, Chen Luo, Hui Liu, Suhang Wang, Jingrui He, Qi He, Xianfeng Tang
- Accepted by TMLR
- Readers: Everyone
TRAJECT-Bench:A Trajectory-Aware Benchmark for Evaluating Agentic Tool Use
Pengfei He, Zhenwei Dai, Bing He, Hui Liu, Xianfeng Tang, Hanqing Lu, Juanhui Li, Jiayuan Ding, Subhabrata Mukherjee, Suhang Wang, Yue Xing, Jiliang Tang, Benoît Dumoulin
- CoRR 2025
- Readers: Everyone
Seeing but Not Believing: Probing the Disconnect Between Visual Attention and Answer Correctness in VLMs
Zhining Liu, Ziyi Chen, Hui Liu, Chen Luo, Xianfeng Tang, Suhang Wang, Joy Zeng, Zhenwei Dai, Zhan Shi, Tianxin Wei, Benoît Dumoulin, Hanghang Tong
- CoRR 2025
- Readers: Everyone
A Survey on Collaborating Small and Large Language Models for Performance, Cost-effectiveness, Cloud-edge Privacy, and Trustworthiness
Fali Wang, Jihai Chen, Shuhua Yang, Ali Al-Lawati, Linli Tang, Hui Liu, Suhang Wang
- CoRR 2025
- Readers: Everyone
A Comprehensive Survey on Reinforcement Learning-based Agentic Search: Foundations, Roles, Optimizations, Evaluations, and Applications
Minhua Lin, Zongyu Wu, Zhichao Xu, Hui Liu, Xianfeng Tang, Qi He, Charu C. Aggarwal, Xiang Zhang, Suhang Wang
- CoRR 2025
- Readers: Everyone
xTime: Extreme Event Prediction with Hierarchical Knowledge Distillation and Expert Fusion
Quan Li, Wenchao Yu, Suhang Wang, Minhua Lin, Lingwei Chen, Wei Cheng, Haifeng Chen
- CoRR 2025
- Readers: Everyone
ToolDreamer: Instilling LLM Reasoning Into Tool Retrievers
Saptarshi Sengupta, Zhengyu Zhou, Jun Araki, Xingbo Wang, Bingqing Wang, Suhang Wang, Zhe Feng
- CoRR 2025
- Readers: Everyone

View all 341 publications

Co-Authors

View all 313 co-authors