Featured Paper
About
A concise overview of my current research, academic background, and training.
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
Experience
TikTok Inc.
May 2026 – August 2026
Research Scientist Intern
San Jose, CA
Publications
Selected publications in multimodal language modeling, agents, reinforcement learning, and computer vision.
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
What Makes Autonomous Transferable Agent Skill Generation Work?
NeurIPS 2026 Submit
CAMEL: A Framework for Finding the Scaling Laws of Agents
ICML 2026 Submit
RL
Improving LLM Reinforcement Learning Efficiency via Importance-Sampled Difficulty Estimation and Stratified Training
NeurIPS 2026 Submit
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, IF 9.588/Q1)
Diffusion Models for Sign Language Video Anonymization
(LREC-COLING 2024)
Other Collaborative Work
LUCID-SAE: Learning Unified Vision-Language Sparse Codes for Interpretable Concept Discovery
(arXiv, 2026) ICML 2026 Submit
Earlier Work
Modeling & Data Analysis
A Multistory Building Evacuation Model Based on Multiple-Factor Analysis
(Advances in Civil Engineering, IF 1.924/Q3)
Signals & Systems
The Excitation and Detection of Lamb Waves in a Droplet-Loaded Plate Using Air-Coupled Ultrasonic Transducers
(Measurement, IF 5.131/Q1)
Quasi-Dispersion of Air-Coupled Ultrasonic Signal for Angle-Dependent Reception
(Measurement, IF 5.131/Q1)
Multiphysics Model of Lamb Waves Propagation in a Plate Loaded with Droplets
(ICCAR 2019, IEEE)
Multiple Reflective Signal Reception in Gas Flow Measurement Using Air-Coupled Leaky Lamb Waves
(Measurement, IF 5.131/Q1)
Teaching & Talks
Courses and presentations that reflect my academic service and communication experience.
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 & Honors
Research interests, technical background, and selected honors.