Yang Zhou

Ph.D. Student, Rutgers University – Department of Computer Science

📞 +1 732 558 9675 | 📧 eta.yang@rutgers.edu

Yang Zhou

Publications

MLLM, LLM, MCP & Multi-Agent

M3-Bench: Multi-Modal, Multi-Hop, Multi-Threaded Tool-Using MLLM Agent Benchmark

Yang Zhou, Mingyu Zhao, Zhenting Wang, Difei Gu, Bangwei Guo, Ruosong Ye, Ligong Han, Can Jin, Dimitris N. Metaxas

(arXiv, Submitted on 21 Nov 2025)

LED: LLM Enhanced Open-Vocabulary Object Detection without Human Curated Data Generation

Yang Zhou, Shiyu Zhao, Yuxiao Chen, Zhengting Wang, Dimitris N. Metaxas

(arXiv, OpenReview Submitted)

Your Reward Function for RL is Your Best PRM for Search: Unifying RL and Search-Based TTS

Can Jin, Yang Zhou, Qixin Zhang, Hongwu Peng, Di Zhang, Marco Pavone, Ligong Han, Zhang‑Wei Hong, Tong Che, Dimitris N. Metaxas

(arXiv, OpenReview Submitted)

Computer Vision

A Multimodal Spatio‑Temporal GCN Model with Enhancements for Isolated Sign Recognition

Yang Zhou, Zhaoyang Xia, Yuxiao Chen, Carol Neidle, Dimitris N. Metaxas

(LREC‑COLING 2024)

A Review of Convolutional Neural Network Architectures and Their Optimizations

Shuang Cong, Yang Zhou

(Artificial Intelligence Review, IF 9.588/Q1)

Diffusion Models for Sign Language Video Anonymization

Zhaoyang Xia, Yang Zhou, Ligong Han, Carol Neidle, Dimitris N. Metaxas

(LREC‑COLING 2024)

Previous Work

Modeling & Data Analysis

A Multistory Building Evacuation Model Based on Multiple‑Factor Analysis

Yang Zhou, Zichuan Fan

(Advances in Civil Engineering, IF 1.924/Q3)

Signals & Systems

Quasi‑Dispersion of Air‑Coupled Ultrasonic Signal for Angle‑Dependent Reception

Zichuan Fan, Yang Zhou, Tianhao Qie

(Measurement, IF 5.131/Q1)

Multiple Reflective Signal Reception in Gas Flow Measurement Using Air‑Coupled Leaky Lamb Waves

Zichuan Fan, Tianhao Qie, Yang Zhou

(Measurement, IF 5.131/Q1)