I am a first-year PhD student (third-year of Master-PhD Continuous Program) in the College of Computer Science at Zhejiang University. I have published some papers at the top international AI conferences with total google scholar citations . My research interess includes Efficient AI, MLLM and LLM4HCI.

🔥 News

2026.08: 🎉🎉 1 paper accepted to EMNLP 2026 Main.
2026.07: 🎉🎉 1 paper accepted to ACM MM 2026 Oral!
2026.05: 🎉🎉 1 paper accepted to IJCAI 2026 Oral!
2026.04: 🎉🎉 1 paper accepted to ACL 2026.
2026.01: 🎉🎉 1 paper accepted to ICLR 2026.
2025.11: 🎉🎉 1 paper for MLLM efficient inference accepted to AAAI 2026.
2025.05: 🎉🎉 1 paper accepted to ACL 2025 Main.
2025.04: 🎉🎉 TaoAvatar selected as CVPR 2025 Highlight!
2025.02: 🎉🎉 TaoAvatar accepted to CVPR 2025.
2024.12: 🎉🎉 1 paper accepted to AAAI 2025.
2024.05: 🎉🎉 1 paper accepted to ACM MM 2024.

📝 Publications

AAAI 2026

AccKV: Towards Efficient Audio-Video LLMs Inference via Adaptive-Focusing and Cross-Calibration KV Cache Optimization
Zhonghua Jiang, Kui Chen, Kunxi Li, Keting Yin, Yiyun Zhou, Zhaode Wang, Chengfei Lv, Shengyu Zhang

ACL 2025 Main

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference
Kunxi Li*, Zhonghua Jiang*, Zhouzhou Shen, Zhaode Wang, chengfei lv, Shengyu Zhang, Fan Wu, Fei Wu

AAAI 2025

FedCFA: Alleviating Simpson’s Paradox in Model Aggregation with Counterfactual Federated Learning
Zhonghua Jiang, Jimin Xu, Shengyu Zhang, Tao Shen, Jiwei Li, Kun Kuang, Haibin Cai, Fei Wu

EMNLP 2026 Main

FlowMM: Cross-Modal Information Flow Guided Kv Cache Merging for Efficient Multimodal Context Inference
Kunxi Li, Yufan Xiong, Zhonghua Jiang, Yiyun Zhou, Zhaode Wang, Chengfei Lv, Shengyu Zhang

ACM MM 2026 (Oral)

VertiKV: Vertical-Integrity KV Cache Compression for Efficient Multimodal Long-Context Inference
YuFan Xiong, Kunxi Li, Sihao Liu, Zhonghua Jiang, Zhaode Wang, chengfei lv, Shengyu Zhang

IJCAI 2026 (Oral)

A$_3$B$_2$: Adaptive Asymmetric Adapter for Alleviating Branch Bias in Vision-Language Image Classification with Few-Shot Learning
Yiyun Zhou, Zhonghua Jiang, Wenkang Han, Kunxi Li, Mingjing Xu, Chang Yao, Jingyuan Chen

ACL 2026

RetentiveKV: State-Space Memory for Uncertainty-Aware Multimodal KV Cache Eviction.
Sihao Liu, YuFan Xiong, Zhonghua Jiang, Zhaode Wang, chengfei lv, Shengyu Zhang

ICLR 2026

Beyond Student: An Asymmetric Network for Neural Network Inheritance
Yiyun Zhou, Jingwei Shi, Mingjing Xu, Zhonghua Jiang, Jingyuan Chen

Arxiv

SARe: Structure-Aware Large-Scale 3D Fragment Reassembly
Hanze Jia, Chunshi Wang, Yuxiao Yang, Zhonghua Jiang, Yawei Luo, Shuainan Ye, Tan Tang

CVPR 2025 Highlight

TaoAvatar: Real-Time Lifelike Full-Body Talking Avatars for Augmented Reality via 3D Gaussian Splatting
Jianchuan Chen, Jingchuan Hu, Gaige Wang, Zhonghua Jiang, Tiansong Zhou, Zhiwen Chen, Chengfei Lv

ACM MM 2024

GaussianTalker: Speaker-specific Talking Head Synthesis via 3D Gaussian Splatting
Hongyun Yu, Zhan Qu, Qihang Yu, Jianchuan Chen, Zhonghua Jiang, Zhiwen Chen, Shengyu Zhang, Jimin Xu, Fei Wu, chengfei lv, Gang Yu

An Improved Spectrum Trading Design Based on Dynamic Credit Aggregate-Signature Blockchain.
Yingan Zhou, Lisu Yu, Zhonghua Jiang, Zhongkuan Zhi, Jiawen Kang, Zhu Han

🎖 Honors and Awards

2025.10 Excellent Practical Achievements of Graduate Students at Zhejiang University, First Prize.
2024.12 Graduate of Merit A Performance, Award of Honor for Graduate of Zhejiang University.
2024.10 RSNA 2024 Lumbar Spine Degenerative Classification in Kaggle, Silver Medal.
2023.08 The 2nd CCF “PILOT CUP” Quantum Computing Programming Challenge, Third Prize.
2023.06 Outstanding graduate of Nanchang University.
2019-2023 Model Student Exemplar, Special-class Scholarship of Nanchang University.

📖 Educations

2025.09 - 2028.06(prediction), Ph.D Student, Artificial Intelligence, the State Key Lab of CAD&CG, Zhejiang University.
2023.09 - 2025.09, Master, Software Engineering, Institute of Artificial Intelligence, Zhejiang University.
2019.09 - 2023.06, Undergraduate, Internet of Things Engineering, Nanchang University.

💬 Professional Services

Reviewer/Program Committee of Conferences: ACM-MM 2024, MMAsia 2024, ACM-MM 2025, MMAsia 2025, AAAI 2026, ICML 2026(outstanding reviewer), ACM-MM 2026, AAAI 2027
Invited Reviewer of Journals:
- IEEE Transactions on Fuzzy Systems (TFS)
- Transactions on Machine Learning Research (TMLR)

💻 Internships