PhD Candidate · Computer Science · Zhejiang University

Haitao Li

李海涛

Fourth-year PhD student at the Department of Computer Science and Technology, Zhejiang University, advised by Prof. Zhengxing Huang and Prof. Fei Wu at the DCD Lab. Also affiliated with Shanghai Innovation Institute, under the supervision of Prof. Xie Chen (X-Lance, SJTU). Prior to my doctoral studies, I received my B.Eng. in Automation from Zhejiang University in June 2023.

Research interests: multimodal large language models, speech synthesis, speech language models, and AI for healthcare. Open to academic collaboration — reach out anytime.

Haitao Li
Education
2023
Present

Zhejiang University

PhD in Computer Science

Department of Computer Science and Technology

2024
Present

Shanghai Innovation Institute  ·  上海创智学院

PhD in Artificial Intelligence

Supervised by Prof. Xie Chen (X-Lance, SJTU)

2019
2023

Zhejiang University

B.Eng. in Automation

College of Electrical Engineering  ·  Outstanding Graduate

GPA: 4.46 / 5  ·  Rank: 3 / 80 (top 5%)

Publications
🎙 Speech & Multimodal Large Language Models
01

ACL 2026ReStyle-TTS: Relative and Continuous Style Control for Zero-Shot Speech Synthesis

Haitao Li, Chunxiang Jin, Chenglin Li, Wenhao Guan, Zhengxing Huang, Xie Chen

02

EMNLP 2026AnyAudio-Judge: A Dynamic Rubric-Based Benchmark and Evaluator for Audio Instruction Following

Haitao Li, Tian Tan, Yuguang Yang, Shan Yang, Xie Chen

03

ACL 2026VideoPro: Adaptive Program Reasoning for Long Video Understanding

Chenglin Li, Fengyi Han, Yujia Wang, Ruichuan Li, Shuo Dong, Hang Hou, Haitao Li, et al.

04

arXivX-Voice: Enabling Everyone to Speak 30 Languages via Zero-Shot Cross-Lingual Voice Cloning

Rixi Xu, Qingyu Liu, Haitao Li, Yushen Chen, Zhikang Niu, Yunting Yang, Jian Zhao, Ke Li, Berrak Sisman, Qinyuan Cheng, Xipeng Qiu, Kai Yu, Xie Chen

05

arXivGROW: Group-Relative Advantage-Weighted On-Policy Reinforcement Learning of Autoregressive-Diffusion Text-to-Speech

Guanrou Yang, Tian Tan, Qian Chen, Ziyang Ma, Yakun Song, Zhikang Niu, Qi Chen, Wenming Tu, Haitao Li, Shan Yang, Xie Chen

📈 ECG Multimodal Large Language Models
01

AAAI 2026anyECG-chat: A Generalist ECG-MLLM for Flexible ECG Input and Multi-Task Understanding

Haitao Li, Ziyu Li, Yiheng Mao, Ziyi Liu, Zhoujian Sun, Zhengxing Huang

02

EMNLP 2026FOCAL: Fine-Grained Optimal-Transport-Driven Contrastive Alignment of Language and ECGs with Waveform Enhancement

Haitao Li, Che Liu, Zhengyao Ding, Ziyi Liu, Wenqi Shao, Zhengxing Huang

03

NEJM AITranslating Electrocardiograms to Cardiac Magnetic Resonance Imaging Useful for Cardiac Assessment and Disease Screening: A Multi-Center Study

Zhengyao Ding, Ziyu Li, Yujian Hu, Youyao Xu, Chengchen Zhao, Yiheng Mao, Haitao Li, et al.

04

npj Digital MedicineAI Modeling Photoplethysmography to Electrocardiography Useful for Predicting Cardiovascular Disease

Zhengyao Ding, Yujian Hu, Ziyu Li, Yiheng Mao, Haitao Li, et al.

🔬 Medical Image / Computer Vision
01

MICCAI 2025Oral DC-Seg: Disentangled Contrastive Learning for Brain Tumor Segmentation with Missing Modalities

Haitao Li, Ziyu Li, Yiheng Mao, Zhengyao Ding, Zhengxing Huang

02

MICCAI 2025Phenotype-Guided Generative Model for High-Fidelity Cardiac MRI Synthesis: Advancing Pretraining and Clinical Applications

Ziyu Li, Yujian Hu, Zhengyao Ding, Yiheng Mao, Haitao Li, Fan Yi, Hongkun Zhang, Zhengxing Huang

03

arXivCLoE: Expert Consistency Learning for Missing Modality Segmentation

Xinrui Tong, Mingkun Zhou, Bo Fan, Haitao Li

Industry Experience
2026.02
Present
Tencent  ·  Hunyuan

Research Intern

2025.06
2025.11
Ant Group  ·  Bailing

Research Intern

2022.09
2023.02
Alibaba  ·  Quark

Research Intern

Honors & Awards
Professional Activities

Reviewer: ICML · NeurIPS · ACL ARR · AAAI · ACM MM · MICCAI · BIBM · IEEE JBHI

Contact

Open to academic discussions, collaborations, and any form of exchange.

lihaitao@zju.edu.cn