Zheng Zhang

52 papers at tracked venues · 38 at CORE A* · active 2024–2026

Venues

AAAI ×8 ACL ×6 EMNLP ×4 ICDE ×4 NeurIPS ×3 USENIX Security ×3 ACM MM ×2 ECCV ×2 ICLR ×2 ICML ×2 ICRA ×2 IJCAI ×2 MICCAI ×2 NDSS ×2 WWW ×2 CVPR ×1 ICCV ×1 ICDM ×1 S&P ×1 VLDB ×1 WACV ×1

Frequent coauthors

Yao Zhang

×6

Ye Wu

×6

Wei Feng

×5

Jingjing Lv

×5

Junjie Shen

×4

Yifan Yang

×4

Yanyin Chen

×3

Yaoyu Li

×3

Ching Law

×3

Ziyue Liu

×3

Nathan Susanj

×3

Qipeng Guo

×3

Papers

AutoPP: Towards Automated Product Poster Generation and Optimization
AAAI 2026 ·
Jiahao Fan
,
Yuxin Qin
,
Wei Feng
,
Yanyin Chen
,
Yaoyu Li
,
Ao Ma
,
Yixiu Li
,
Li Zhuang
,
Haoyi Bian
, Zheng Zhang,
Jingjing Lv
,
Junjie Shen
,
Ching Law
DeepSketch 2.0: Discovering Temporal Relationships in Large Time Series Datasets
ICDE 2026 · Zheng Zhang,
Runzhe Jiang
,
Andrew Crotty
FourierPET: Deep Fourier-based Unrolled Network for Low-count PET Reconstruction
AAAI 2026 · Zheng Zhang,
Hao Tang
,
Yingying Hu
,
Zhanli Hu
,
Jing Qin
MoFu: Scale-Aware Modulation and Fourier Fusion for Multi-Subject Video Generation
AAAI 2026 ·
Run Ling
,
Ke Cao
,
Jian Lu
,
Ao Ma
,
Haowei Liu
,
Runze He
,
Changwei Wang
,
Rongtao Xu
,
Yihua Shao
,
Zhanjie Zhang
,
Peng Wu
,
Guibing Guo
,
Wei Feng
, Zheng Zhang,
Jingjing Lv
,
Junjie Shen
,
Ching Law
,
Xingwei Wang
SAFER: A Controllable Safeguard for LLMs against Backdoor Attacks
ACL 2026 ·
Zirui Hu
, Zheng Zhang,
Yingjie Wang
,
Dacheng Tao
SinBasis Networks: Matrix-Equivalent Feature Extraction for Wave-Like Optical Spectrograms
AAAI 2026 ·
Yuzhou Zhu
, Zheng Zhang,
Ruyi Zhang
,
Liang Zhou
TDSS: Task Dynamic-Synergistic Skill Adaptation for Boosting Efficient and Scalable Multi-Task Learning in Dense Visual Prediction
AAAI 2026 ·
Haiming Yao
,
Qiyu Chen
,
Wei Luo
, Zheng Zhang,
Jianxing Liao
,
Wei You
When Cache Poisoning Meets LLM Systems: Semantic Cache Poisoning and Its Countermeasures
NDSS 2026 ·
Guanlong Wu
,
Taojie Wang
,
Yao Zhang
, Zheng Zhang,
Jianyu Niu
,
Ye Wu
,
Yinqian Zhang
2D to 3D MR Image Super-Resolution Using Cross-Contrast Guidance
MICCAI 2025 · Zheng Zhang,
Zechen Zhou
,
Lei Xiang
,
Xinyu Song
,
Yuehua Li
A Statistical Approach for Controlled Training Data Detection
ICLR 2025 ·
Zirui Hu
,
Yingjie Wang
, Zheng Zhang,
Hong Chen
,
Dacheng Tao
CAM: Asynchronous GPU-Initiated, CPU-Managed SSD Management for Batching Storage Access
ICDE 2025 ·
Ziyu Song
,
Jie Zhang
,
Jie Sun
,
Mo Sun
,
Zihan Yang
, Zheng Zhang,
Xuzheng Chen
,
Fei Wu
,
Huajin Tang
,
Zeke Wang
CTR-Driven Advertising Image Generation with Multimodal Large Language Models
WWW 2025 ·
Xingye Chen
,
Wei Feng
,
Zhenbang Du
,
Weizhen Wang
,
Yanyin Chen
,
Haohan Wang
,
Linkai Liu
,
Yaoyu Li
,
Jinyuan Zhao
,
Yu Li
, Zheng Zhang,
Jingjing Lv
,
Junjie Shen
,
Zhangang Lin
,
Jingping Shao
,
Yuanjie Shao
,
Xinge You
,
Changxin Gao
,
Nong Sang
CoLA: Compute-Efficient Pre-Training of LLMs via Low-Rank Activation
EMNLP 2025 ·
Ziyue Liu
,
Ruijie Zhang
,
Zhengyang Wang
,
Mingsong Yan
,
Zi Yang
,
Paul D. Hovland
,
Bogdan Nicolae
,
Franck Cappello
,
Sui Tang
, Zheng Zhang
Communication-Efficient and Tensorized Federated Fine-Tuning of Large Language Models
ACL 2025 ·
Sajjad Ghiasvand
,
Yifan Yang
,
Zhiyu Xue
,
Mahnoosh Alizadeh
, Zheng Zhang,
Ramtin Pedarsani
Connector-S: A Survey of Connectors in Multi-modal Large Language Models
IJCAI 2025 ·
Xun Zhu
, Zheng Zhang,
Xi Chen
,
Yiming Shi
,
Miao Li
,
Ji Wu
DeepMIM: Deep Supervision for Masked Image Modeling
WACV 2025 ·
Sucheng Ren
,
Fangyun Wei
,
Samuel Albanie
, Zheng Zhang,
Han Hu
Enhancing Multi-task Learning Capability of Medical Generalist Foundation Model via Image-centric Multi-annotation Data
ACM MM 2025 ·
Xun Zhu
,
Fanbin Mo
, Zheng Zhang,
Jiaxi Wang
,
Yiming Shi
,
Ming Wu
,
Chuang Zhang
,
Miao Li
,
Ji Wu
Game of Arrows: On the (In-)Security of Weight Obfuscation for On-Device TEE-Shielded LLM Partition Algorithms
USENIX Security 2025 ·
Pengli Wang
,
Bingyou Dong
,
Yifeng Cai
, Zheng Zhang,
Junlin Liu
,
Huanran Xue
,
Ye Wu
,
Yao Zhang
,
Ziqi Zhang
H2O2RAM: A High-Performance Hierarchical Doubly Oblivious RAM
USENIX Security 2025 ·
Leqian Zheng
, Zheng Zhang,
Wentao Dong
,
Yao Zhang
,
Ye Wu
,
Cong Wang
Hyperion: Co-Optimizing SSD Access and GPU Computation for Cost-Efficient GNN Training
ICDE 2025 ·
Jie Sun
,
Mo Sun
, Zheng Zhang,
Zuocheng Shi
,
Jun Xie
,
Zihan Yang
,
Jie Zhang
,
Zeke Wang
,
Fei Wu
I Know What You Asked: Prompt Leakage via KV-Cache Sharing in Multi-Tenant LLM Serving
NDSS 2025 ·
Guanlong Wu
, Zheng Zhang,
Yao Zhang
,
Weili Wang
,
Jianyu Niu
,
Ye Wu
,
Yinqian Zhang
LaX: Boosting Low-Rank Training of Foundation Models via Latent Crossing
NeurIPS 2025 ·
Ruijie Zhang
,
Ziyue Liu
,
Zhengyang Wang
, Zheng Zhang
Learning to Select In-Context Demonstration Preferred by Large Language Model
ACL 2025 · Zheng Zhang,
Shaocheng Lan
,
Lei Song
,
Jiang Bian
,
Yexin Li
,
Kan Ren
MaZO: Masked Zeroth-Order Optimization for Multi-Task Fine-Tuning of Large Language Models
EMNLP 2025 ·
Zhen Zhang
,
Yifan Yang
,
Kai Zhen
,
Nathan Susanj
,
Athanasios Mouchtaris
,
Siegfried Kunzmann
, Zheng Zhang
Multi-Document Event Extraction Using Large and Small Language Models
EMNLP 2025 ·
Qingkai Min
,
Zitian Qu
,
Qipeng Guo
,
Xiangkun Hu
, Zheng Zhang,
Yue Zhang
Optimal Transport-Guided Source-Free Adaptation for Face Anti-Spoofing
CVPR 2025 ·
Zhuowei Li
,
Tianchen Zhao
,
Xiang Xu
, Zheng Zhang,
Zhihua Li
,
Xuanbai Chen
,
Qin Zhang
,
Alessandro Bergamo
,
Anil K. Jain
,
Yifan Xing
PCToolkit: A Unified Plug-and-Play Prompt Compression Toolkit of Large Language Models
IJCAI 2025 · Zheng Zhang,
Jinyi Li
,
Yihuai Lan
,
Xiang Wang
,
Hao Wang
Portcullis: A Scalable and Verifiable Privacy Gateway for Third-Party LLM Inference
AAAI 2025 ·
Jiangou Zhan
,
Wenhui Zhang
, Zheng Zhang,
Huanran Xue
,
Yao Zhang
,
Ye Wu
Projection Pursuit Density Ratio Estimation
ICML 2025 ·
Meilin Wang
,
Wei Huang
,
Mingming Gong
, Zheng Zhang
QA Analysis in Medical and Legal Domains: A Survey of Data Augmentation in Low-Resource Settings
ACL 2025 ·
Benedictus Kent Rachmat
,
Thomas Gerald
, Zheng Zhang,
Cyril Grouin
SharpZO: Hybrid Sharpness-Aware Vision Language Model Prompt Tuning via Forward-Only Passes
NeurIPS 2025 ·
Yifan Yang
,
Zhen Zhang
,
Rupak Vignesh Swaminathan
,
Jing Liu
,
Nathan Susanj
, Zheng Zhang
SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking
ICLR 2025 ·
Xingrun Xing
,
Boyan Gao
,
Zheng Liu
,
David A. Clifton
,
Shitao Xiao
,
Wanpeng Zhang
,
Li Du
, Zheng Zhang,
Guoqi Li
,
Jiajun Zhang
StableDepth: Scene-Consistent and Scale-Invariant Monocular Depth
ICCV 2025 · Zheng Zhang,
Lihe Yang
,
Tianyu Yang
,
Chaohui Yu
,
Xiaoyang Guo
,
Yixing Lao
,
Hengshuang Zhao
Uni-Layout: Integrating Human Feedback in Unified Layout Generation and Evaluation
ACM MM 2025 ·
Shuo Lu
,
Yanyin Chen
,
Wei Feng
,
Jiahao Fan
,
Fengheng Li
, Zheng Zhang,
Jingjing Lv
,
Junjie Shen
,
Ching Law
,
Jian Liang
VascularPilot3D: Toward a 3D Fully Autonomous Navigation for Endovascular Robotics
ICRA 2025 ·
Jingwei Song
,
Keke Yang
,
Han Chen
,
Jiayi Liu
,
Yinan Gu
,
Qianxin Hui
,
Yanqi Huang
,
Meng Li
, Zheng Zhang,
Tuoyu Cao
,
Maani Ghaffari
Wanda++: Pruning Large Language Models via Regional Gradients
ACL 2025 ·
Yifan Yang
,
Kai Zhen
,
Bhavana Ganesh
,
Aram Galstyan
,
Goeric Huybrechts
,
Markus Müller
,
Jonas M. Kübler
,
Rupak Vignesh Swaminathan
,
Athanasios Mouchtaris
,
Sravan Babu Bodapati
,
Nathan Susanj
, Zheng Zhang,
Jack FitzGerald
,
Abhishek Kumar
AFGen: Whole-Function Fuzzing for Applications and Libraries
S&P 2024 ·
Yuwei Liu
,
Yanhao Wang
,
Xiangkun Jia
, Zheng Zhang,
Purui Su
BiPFT: Binary Pre-trained Foundation Transformer with Low-Rank Estimation of Binarization Residual Polynomials
AAAI 2024 ·
Xingrun Xing
,
Li Du
,
Xinyuan Wang
,
Xianlin Zeng
,
Yequan Wang
, Zheng Zhang,
Jiajun Zhang
CoMERA: Computing- and Memory-Efficient Training via Rank-Adaptive Tensor Optimization
NeurIPS 2024 ·
Zi Yang
,
Ziyue Liu
,
Samridhi Choudhary
,
Xinfeng Xie
,
Cao Gao
,
Siegfried Kunzmann
, Zheng Zhang
Collaborative Metapath Enhanced Corporate Default Risk Assessment on Heterogeneous Graph
WWW 2024 · Zheng Zhang,
Yingsheng Ji
,
Jiachen Shen
,
Yushu Chen
,
Xi Zhang
,
Guangwen Yang
DeepSketch: A Query Sketching Interface for Deep Time Series Similarity Search
VLDB 2024 · Zheng Zhang,
Zhuhan Shao
,
Andrew Crotty
Fair Top-k Query on Alpha-Fairness
ICDE 2024 ·
Hao Liu
,
Raymond Chi-Wing Wong
, Zheng Zhang,
Min Xie
,
Bo Tang
FlightBERT++: A Non-autoregressive Multi-Horizon Flight Trajectory Prediction Framework
AAAI 2024 ·
Dongyue Guo
, Zheng Zhang,
Zhen Yan
,
Jianwei Zhang
,
Yi Lin
GroupCover: A Secure, Efficient and Scalable Inference Framework for On-device Model Protection based on TEEs
ICML 2024 · Zheng Zhang,
Na Wang
,
Ziqi Zhang
,
Yao Zhang
,
Tianyi Zhang
,
Jianwei Liu
,
Ye Wu
Iterative PnP and its application in 3D-2D vascular image registration for robot navigation
ICRA 2024 ·
Jingwei Song
,
Keke Yang
, Zheng Zhang,
Meng Li
,
Tuoyu Cao
,
Maani Ghaffari
Knowledge-Centric Hallucination Detection
EMNLP 2024 ·
Xiangkun Hu
,
Dongyu Ru
,
Lin Qiu
,
Qipeng Guo
,
Tianhang Zhang
,
Yang Xu
,
Yun Luo
,
Pengfei Liu
,
Yue Zhang
, Zheng Zhang
Pixel-GS: Density Control with Pixel-Aware Gradient for 3D Gaussian Splatting
ECCV 2024 · Zheng Zhang,
Wenbo Hu
,
Yixing Lao
,
Tong He
,
Hengshuang Zhao
Projection Pursuit Based Density Ratio Estimation
ICDM 2024 ·
Meilin Wang
,
Wei Huang
, Zheng Zhang
Relation Mining Under Local Differential Privacy
USENIX Security 2024 ·
Kai Dong
, Zheng Zhang,
Chuang Jia
,
Zhen Ling
,
Ming Yang
,
Junzhou Luo
,
Xinwen Fu
Synergetic Event Understanding: A Collaborative Approach to Cross-Document Event Coreference Resolution with Large Language Models
ACL 2024 ·
Qingkai Min
,
Qipeng Guo
,
Xiangkun Hu
,
Songfang Huang
, Zheng Zhang,
Yue Zhang
Towards Reliable Advertising Image Generation Using Human Feedback
ECCV 2024 ·
Zhenbang Du
,
Wei Feng
,
Haohan Wang
,
Yaoyu Li
,
Jingsen Wang
,
Jian Li
, Zheng Zhang,
Jingjing Lv
,
Xin Zhu
,
Junsheng Jin
,
Junjie Shen
,
Zhangang Lin
,
Jingping Shao
Unsupervised Domain Adaptive Segmentation with Single-Content Multi-style Generation and Simplified Pseudo-label Selection
MICCAI 2024 ·
Xiao Luan
, Zheng Zhang,
Weiqiang Wang
,
Xiongfeng Huang
,
Yue Zeng