Biography
I am a third-year Ph.D. student in the Department of Computer Science at Rutgers University, supervised by Prof. Dimitris N. Metaxas in the Center for Computational Biomedicine Imaging and Modeling. Before that, I obtained my M.S. degree in Control Science and Engineering from the University of Science and Technology of China.
My current research interests include Multimodal Large Language Models (MLLMs), Large Language Models (LLMs), Multi-Agent Systems, and Test-Time Scaling.
Education
Rutgers University
September 2023 – Present
Ph.D. in Computer Science
Specialization: Large Language Models, Computer Vision
University of Science and Technology of China
September 2020 – June 2023
Master of Engineering, Control Science and Engineering
Specialization: Computer Vision, Object Detection, CNN Architecture
Southwest University
September 2016 – June 2020
Bachelor of Engineering, Automation
Specialization: Signals & Systems
Publications
MLLM & LLM
Evaluating LLMs When They Do Not Know the Answer: Statistical Evaluation of Mathematical Reasoning via Comparative Signals
(arXiv, 2026) ICML 2026 Submit
Multi-Agent
CAMEL: A Framework for Finding the Scaling Laws of Agents
ICML 2026 Submit
RL
AIRL-S: Unifying Reinforcement Learning and Search-Based Test-Time Scaling via Adversarial Inverse Reinforcement Learning
ICML 2026 Submit
Computer Vision & Medical Imaging
RadAlign: Advancing Radiology Report Generation with Vision-Language Concept Alignment
(MICCAI 2025)
A Multimodal Spatio‑Temporal GCN Model with Enhancements for Isolated Sign Recognition
(LREC‑COLING 2024)
A Review of Convolutional Neural Network Architectures and Their Optimizations
(Artificial Intelligence Review, IFÂ 9.588/Q1)
Diffusion Models for Sign Language Video Anonymization
(LREC‑COLING 2024)
LUCID-SAE: Learning Unified Vision-Language Sparse Codes for Interpretable Concept Discovery
(arXiv, 2026) ICML 2026 Submit
Modeling & Data Analysis
A Multistory Building Evacuation Model Based on Multiple‑Factor Analysis
(Advances in Civil Engineering, IFÂ 1.924/Q3)
Signals & Systems
The Excitation and Detection of Lamb Waves in a Droplet‑Loaded Plate Using Air‑Coupled Ultrasonic Transducers
(Measurement, IFÂ 5.131/Q1)
Quasi‑Dispersion of Air‑Coupled Ultrasonic Signal for Angle‑Dependent Reception
(Measurement, IFÂ 5.131/Q1)
Multiphysics Model of Lamb Waves Propagation in a Plate Loaded with Droplets
(ICCARÂ 2019, IEEE)
Multiple Reflective Signal Reception in Gas Flow Measurement Using Air‑Coupled Leaky Lamb Waves
(Measurement, IFÂ 5.131/Q1)
Teaching & Talks
Computer Security
Teaching Assistant, Rutgers University (Spring 2025)
New Jersey, USA
Systems Programming
Teaching Assistant, Rutgers University (Fall 2023, Spring 2024)
New Jersey, USA
Neural Networks and Deep Learning
Teaching Assistant, University of Science and Technology of China (Aug 2021)
Hefei, Anhui, China
Characteristics of Lamb Waves and Their Leakage Waves
Presenter, ICCAR International Academic Conference (May 2019)
Beijing, China
Skills
- Operating Systems: Windows, Linux
- Programming: Python (primary), C++, Java
- Tools: Office Suite, MATLAB