Ziyang Zheng

81 papers A* 11A 4B 3C 5Misc 2Journal 52Unranked 4
YearRankTypeTitle / Venue / Authors
2026 A* conf
DynamicRTL: RTL Representation Learning for Dynamic Circuit Behavior.
AAAI
Ruiyang Ma, Yunhao Zhou, Yipeng Wang, Yi Liu, Zhengyuan Shi, Ziyang Zheng, Kexin Chen, Zhiqiang He, Lingwei Yan, Gang Chen, Qiang Xu, Guojie Luo
2026 J jnl
Stable Representation Learning via Generalized Learnable Graph Scattering Transform.
IEEE Trans. Signal Process.
Shiyu Liu, Wenrui Dai, Shaohui Li, Ziyang Zheng, Junni Zou, Hongkai Xiong
2026 J jnl
Towards Holistic Modeling for Video Frame Interpolation with Auto-regressive Diffusion Transformers.
CoRR
Xinyu Peng, Han Li, Yuyang Huang, Ziyang Zheng, Yaoming Wang, Xin Chen, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2026 J jnl
Unfolding Convolutional Sparse Coding With Low-rank-Guided Hybrid Priors for Image Denoising.
ACM Trans. Multim. Comput. Commun. Appl.
Yifan Zhao, Ziyang Zheng, Duoduo Xue, Yong Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2025 A* conf
3DGabSplat: 3D Gabor Splatting for Frequency-adaptive Radiance Field Rendering.
ACM Multimedia
Junyu Zhou, Yuyang Huang, Wenrui Dai, Junni Zou, Ziyang Zheng, Nuowen Kan, Chenglin Li, Hongkai Xiong
2025 J jnl
3DGabSplat: 3D Gabor Splatting for Frequency-adaptive Radiance Field Rendering.
CoRR
Junyu Zhou, Yuyang Huang, Wenrui Dai, Junni Zou, Ziyang Zheng, Nuowen Kan, Chenglin Li, Hongkai Xiong
2025 J jnl
A Strong PUF-Based Security Protocol to Protect AI Model Parameters Against Privacy Information Leakage.
IEEE Internet Things J.
Ziyu Zhou, Gang Li, Yuejun Zhang, Ziyang Zheng, Tengfei Yuan, Pengjun Wang
2025 J jnl
A contemporary survey on image reconstruction with unsupervised deep learning: from denoising to generation.
Vis. Intell.
Duoduo Xue, Wenrui Dai, Ziyang Zheng, Junni Zou, Hongkai Xiong
2025 J jnl
Alignment Unlocks Complementarity: A Framework for Multiview Circuit Representation Learning.
CoRR
Zhengyuan Shi, Jingxin Wang, Wentao Jiang, Chengyu Ma, Ziyang Zheng, Zhufei Chu, Weikang Qian, Qiang Xu
2025 J jnl
CMPhysBench: A Benchmark for Evaluating Large Language Models in Condensed Matter Physics.
CoRR
Weida Wang, Dongchen Huang, Jiatong Li, Tengchao Yang, Ziyang Zheng, Di Zhang, Dong Han, Benteng Chen, Binzhao Luo, Zhiyu Liu, Kunling Liu, Zhiyuan Gao, Shiqi Geng, Wei Ma, Jiaming Su, Xin Li, Shuchen Pu, Yuhan Shui, Qianjia Cheng, Zhihao Dou, Dongfei Cui, Changyong He, Jin Zeng, Zeke Xie, Mao Su, Dongzhan Zhou, Yuqiang Li, Wanli Ouyang, Yunqi Cai, Xi Dai, Shufei Zhang, Lei Bai, Jinguang Cheng, Zhong Fang, Hongming Weng
2025 J jnl
Circuit-Aware SAT Solving: Guiding CDCL via Conditional Probabilities.
CoRR
Jiaying Zhu, Ziyang Zheng, Zhengyuan Shi, Yalun Cai, Qiang Xu
2025 J jnl
Compressing Chain-of-Thought in LLMs via Step Entropy.
CoRR
Zeju Li, Jianyuan Zhong, Ziyang Zheng, Xiangyu Wen, Zhijian Xu, Yingying Cheng, Fan Zhang, Qiang Xu
2025 — conf
Computation, Parameter, and Memory Efficient Implicit Graph Transformer with Multi-granularity Sparse Attention.
PRCV (4)
Yifan Zhao, Ziyang Zheng, Duoduo Xue, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2025 J jnl
Deep Equilibrium Model With Weighted Densely-Connected Iteration Differences for Convergent Image Restoration.
IEEE J. Sel. Top. Signal Process.
Ziyang Zheng, Wenrui Dai, Jingwei Liang, Xinyu Peng, Duoduo Xue, Hongkai Xiong
2025 J jnl
DeepCell: Multiview Representation Learning for Post-Mapping Netlists.
CoRR
Zhengyuan Shi, Chengyu Ma, Ziyang Zheng, Lingfeng Zhou, Hongyang Pan, Wentao Jiang, Fan Yang, Xiaoyan Yang, Zhufei Chu, Qiang Xu
2025 A conf
DeepCell: Self-Supervised Multiview Fusion for Circuit Representation Learning.
ICCAD
Zhengyuan Shi, Chengyu Ma, Ziyang Zheng, Lingfeng Zhou, Hongyang Pan, Wentao Jiang, Fan Yang, Xiaoyan Yang, Zhufei Chu, Qiang Xu
2025 A* conf
DeepGate4: Efficient and Effective Representation Learning for Circuit Design at Scale.
ICLR
Ziyang Zheng, Shan Huang, Jianyuan Zhong, Zhengyuan Shi, Guohao Dai, Ningyi Xu, Qiang Xu
2025 J jnl
DeepGate4: Efficient and Effective Representation Learning for Circuit Design at Scale.
CoRR
Ziyang Zheng, Shan Huang, Jianyuan Zhong, Zhengyuan Shi, Guohao Dai, Ningyi Xu, Qiang Xu
2025 — conf
DeepSeq2: Enhanced Sequential Circuit Learning with Disentangled Representations.
ASP-DAC
Sadaf Khan, Zhengyuan Shi, Ziyang Zheng, Min Li, Qiang Xu
2025 J jnl
DynamicRTL: RTL Representation Learning for Dynamic Circuit Behavior.
CoRR
Ruiyang Ma, Yunhao Zhou, Yipeng Wang, Yi Liu, Zhengyuan Shi, Ziyang Zheng, Kexin Chen, Zhiqiang He, Lingwei Yan, Gang Chen, Qiang Xu, Guojie Luo
2025 J jnl
ForgeEDA: A Comprehensive Multimodal Dataset for Advancing EDA.
CoRR
Zhengyuan Shi, Zeju Li, Chengyu Ma, Yunhao Zhou, Ziyang Zheng, Jiawei Liu, Hongyang Pan, Lingfeng Zhou, Kezhi Li, Jiaying Zhu, Lingwei Yan, Zhiqiang He, Chenhao Xue, Wentao Jiang, Fan Yang, Guangyu Sun, Xiaoyan Yang, Gang Chen, Chuan Shi, Zhufei Chu, Jun Yang, Qiang Xu
2025 C conf
Fourier Phase Retrieval With Diffusion Priors Guided by Failure Detection.
ISCAS
Duoduo Xue, Wenrui Dai, Ziyang Zheng, Xinyu Peng, Junni Zou, Hongkai Xiong
2025 J jnl
Functional Matching of Logic Subgraphs: Beyond Structural Isomorphism.
CoRR
Ziyang Zheng, Kezhi Li, Zhengyuan Shi, Qiang Xu
2025 A conf
GLEAM: Parameter-Efficient Transfer Learning via Global Share Local Transform Mixture-of-Experts.
ECAI
Jiarui Zhang, Yue Xin, Yaoming Wang, Wenrui Dai, Ziyang Zheng, Chenglin Li, Junni Zou, Hongkai Xiong
2025 J jnl
Generalized Quantum State Tomography With Hybrid Denoising Priors.
IEEE Trans. Signal Process.
Duoduo Xue, Wenrui Dai, Ziyang Zheng, Chenglin Li, Junni Zou, Hongkai Xiong
2025 A* conf
HiPART: Hierarchical Pose AutoRegressive Transformer for Occluded 3D Human Pose Estimation.
CVPR
Hongwei Zheng, Han Li, Wenrui Dai, Ziyang Zheng, Chenglin Li, Junni Zou, Hongkai Xiong
2025 J jnl
HiPART: Hierarchical Pose AutoRegressive Transformer for Occluded 3D Human Pose Estimation.
CoRR
Hongwei Zheng, Han Li, Wenrui Dai, Ziyang Zheng, Chenglin Li, Junni Zou, Hongkai Xiong
2025 A* conf
Late Breaking Results: Hybrid Logic Optimization with Predictive Self-Supervision.
DAC
Rongliang Fu, Ran Zhang, Ziyang Zheng, Zhengyuan Shi, Yuan Pu, JunYing Huang, Qiang Xu, Tsung-Yi Ho
2025 C conf
Learning to Optimize Low-Latency Live Streaming from Expertise: An Offline Meta-Reinforcement Learning Approach.
VCIP
Yuhui Du, Nuowen Kan, Chenglin Li, Junni Zou, Ziyang Zheng, Shaohui Li, Wenrui Dai, Qingli Li, Hongkai Xiong
2025 J jnl
MMFOSOM: A Novel Multi-objective Moth-Flame Optimization Algorithm Based on Self-Organizing Mapping.
Int. J. Comput. Intell. Syst.
Zhifu Li, Ziyang Zheng, Chengkai Ni, Mingzong Li
2025 A* conf
Noise Conditional Variational Score Distillation.
ICML
Xinyu Peng, Ziyang Zheng, Yaoming Wang, Han Li, Nuowen Kan, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2025 J jnl
Noise Conditional Variational Score Distillation.
CoRR
Xinyu Peng, Ziyang Zheng, Yaoming Wang, Han Li, Nuowen Kan, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2025 A conf
Non-Cross Diffusion for Semantic Consistency.
WACV
Ziyang Zheng, Ruiyuan Gao, Qiang Xu
2025 C conf
Parameter-Efficient Cross-Layer Feature Fusion via Chebyshev Polynomial Unit.
VCIP
Yue Xin, Jiarui Zhang, Ziyang Zheng, Yaoming Wang, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2025 Misc conf
Point Cloud Resampling With Learnable Heat Diffusion.
ICASSP
Wenqiang Xu, Wenrui Dai, Duoduo Xue, Ziyang Zheng, Chenglin Li, Junni Zou, Hongkai Xiong
2025 A* conf
Stabilizing and Accelerating Autofocus with Expert Trajectory Regularized Deep Reinforcement Learning.
CVPR
Shouhang Zhu, Chenglin Li, Yuankun Jiang, Li Wei, Nuowen Kan, Ziyang Zheng, Wenrui Dai, Junni Zou, Hongkai Xiong
2025 J jnl
Stabilizing and Accelerating Federated Learning on Heterogeneous Data With Partial Client Participation.
IEEE Trans. Pattern Anal. Mach. Intell.
Hao Zhang, Chenglin Li, Wenrui Dai, Ziyang Zheng, Junni Zou, Hongkai Xiong
2025 J jnl
TRACE: Learning to Compute on Graphs.
CoRR
Ziyang Zheng, Jiaying Zhu, Jingyi Zhou, Qiang Xu
2025 J jnl
Theoretical Analysis and Case Application of Intelligent Joint Predictive Ordering-Replacement Policy Driven by Real-Time Prognostics for IMU.
IEEE Trans. Consumer Electron.
Zhaoqiang Wang, Changhua Hu, Ziyang Zheng, Zhichao Feng, Xiaosheng Si, Huiying Wang
2024 J jnl
An Actor-Critic Approach to Boosting Text-to-SQL Large Language Model.
CoRR
Ziyang Zheng, Haipeng Jing, Canyu Rui, Askar Hamdulla, Dong Wang
2024 B conf
DCCM: Dual Data Consistency Guided Consistency Model for Inverse Problems.
ICIP
Jiahao Tian, Ziyang Zheng, Xinyu Peng, Yong Li, Wenrui Dai, Hongkai Xiong
2024 A conf
DeepGate3: Towards Scalable Circuit Representation Learning.
ICCAD
Zhengyuan Shi, Ziyang Zheng, Sadaf Khan, Jianyuan Zhong, Min Li, Qiang Xu
2024 J jnl
DeepGate3: Towards Scalable Circuit Representation Learning.
CoRR
Zhengyuan Shi, Ziyang Zheng, Sadaf Khan, Jianyuan Zhong, Min Li, Qiang Xu
2024 J jnl
DeepSeq2: Enhanced Sequential Circuit Learning with Disentangled Representations.
CoRR
Sadaf Khan, Zhengyuan Shi, Ziyang Zheng, Min Li, Qiang Xu
2024 J jnl
Dual parallel multi-scale residual overlay network for single-image rain removal.
Signal Image Video Process.
Ziyang Zheng, Zhixiang Chen, Wenpeng Wang, Maosan Huang, Hui Wang
2024 J jnl
Dual-attention U-Net and multi-convolution network for single-image rain removal.
Vis. Comput.
Ziyang Zheng, Zhixiang Chen, Shuqi Wang, Wenpeng Wang
2024 J jnl
Erratum to: Large circuit models: opportunities and challenges.
Sci. China Inf. Sci.
Lei Chen, Yiqi Chen, Zhufei Chu, Wenji Fang, Tsung-Yi Ho, Ru Huang, Yu Huang, Sadaf Khan, Min Li, Xingquan Li, Yu Li, Yun Liang, Jinwei Liu, Yi Liu, Yibo Lin, Guojie Luo, Hongyang Pan, Zhengyuan Shi, Guangyu Sun, Dimitrios Tsaras, Runsheng Wang, Ziyi Wang, Xinming Wei, Zhiyao Xie, Qiang Xu, Chenhao Xue, Junchi Yan, Jun Yang, Bei Yu, Mingxuan Yuan, Evangeline F. Y. Young, Xuan Zeng, Haoyi Zhang, Zuodong Zhang, Yuxiang Zhao, Hui-Ling Zhen, Ziyang Zheng, Binwu Zhu, Keren Zhu, Sunan Zou
2024 A* conf
Improving Diffusion Models for Inverse Problems Using Optimal Posterior Covariance.
ICML
Xinyu Peng, Ziyang Zheng, Wenrui Dai, Nuoqian Xiao, Chenglin Li, Junni Zou, Hongkai Xiong
2024 J jnl
Improving Diffusion Models for Inverse Problems Using Optimal Posterior Covariance.
CoRR
Xinyu Peng, Ziyang Zheng, Wenrui Dai, Nuoqian Xiao, Chenglin Li, Junni Zou, Hongkai Xiong
2024 A* conf
Improving Generalization in Federated Learning with Model-Data Mutual Information Regularization: A Posterior Inference Approach.
NeurIPS
Hao Zhang, Chenglin Li, Nuowen Kan, Ziyang Zheng, Wenrui Dai, Junni Zou, Hongkai Xiong
2024 J jnl
Large circuit models: opportunities and challenges.
Sci. China Inf. Sci.
Lei Chen, Yiqi Chen, Zhufei Chu, Wenji Fang, Tsung-Yi Ho, Ru Huang, Yu Huang, Sadaf Khan, Min Li, Xingquan Li, Yu Li, Yun Liang, Jinwei Liu, Yi Liu, Yibo Lin, Guojie Luo, Hongyang Pan, Zhengyuan Shi, Guangyu Sun, Dimitrios Tsaras, Runsheng Wang, Ziyi Wang, Xinming Wei, Zhiyao Xie, Qiang Xu, Chenhao Xue, Junchi Yan, Jun Yang, Bei Yu, Mingxuan Yuan, Evangeline F. Y. Young, Xuan Zeng, Haoyi Zhang, Zuodong Zhang, Yuxiang Zhao, Hui-Ling Zhen, Ziyang Zheng, Binwu Zhu, Keren Zhu, Sunan Zou
2024 B conf
MSGAT: Multi-Stage Graph Attention Network For Human Motion Prediction.
ICIP
Ziyang Zheng, Ziliang Ren, Zhanhao Liang, Gulin Wang, Qieshi Zhang
2024 J jnl
MTA Fuzzer: A low-repetition rate Modbus TCP fuzzing method based on Transformer and Mutation Target Adaptation.
Comput. Secur.
Wenpeng Wang, Zhixiang Chen, Ziyang Zheng, Hui Wang, Junxing Luo
2024 J jnl
Point Cloud Denoising With Fine-Granularity Dynamic Graph Convolutional Networks.
CoRR
Wenqiang Xu, Wenrui Dai, Duoduo Xue, Ziyang Zheng, Chenglin Li, Junni Zou, Hongkai Xiong
2024 J jnl
Point Cloud Resampling with Learnable Heat Diffusion.
CoRR
Wenqiang Xu, Wenrui Dai, Duoduo Xue, Ziyang Zheng, Chenglin Li, Junni Zou, Hongkai Xiong
2024 A* conf
Point Cloud Upsampling with Geometric Algebra Driven Inverse Heat Dissipation.
ACM Multimedia
Wenqiang Xu, Wenrui Dai, Ziyang Zheng, Chenglin Li, Junni Zou, Hongkai Xiong
2024 J jnl
Predictable Host Networking in Data Centers: Challenges, Techniques and Future Directions.
IEEE Netw.
Zhongjie Chen, Qingkai Meng, Yiran Zhang, Ziyang Zheng, Fengyuan Ren
2024 J jnl
Revisiting Learned Image Compression With Statistical Measurement of Latent Representations.
IEEE Trans. Circuits Syst. Video Technol.
Shaohui Li, Wenrui Dai, Yimian Fang, Ziyang Zheng, Wen Fei, Hongkai Xiong, Wei Zhang
2024 J jnl
The Dawn of AI-Native EDA: Promises and Challenges of Large Circuit Models.
CoRR
Lei Chen, Yiqi Chen, Zhufei Chu, Wenji Fang, Tsung-Yi Ho, Yu Huang, Sadaf Khan, Min Li, Xingquan Li, Yun Liang, Yibo Lin, Jinwei Liu, Yi Liu, Guojie Luo, Zhengyuan Shi, Guangyu Sun, Dimitrios Tsaras, Runsheng Wang, Ziyi Wang, Xinming Wei, Zhiyao Xie, Qiang Xu, Chenhao Xue, Evangeline F. Y. Young, Bei Yu, Mingxuan Yuan, Haoyi Zhang, Zuodong Zhang, Yuxiang Zhao, Hui-Ling Zhen, Ziyang Zheng, Binwu Zhu, Keren Zhu, Sunan Zou
2024 — conf
Timing-violation-soft PUF design based on carry-lookahead adder.
ITC-Asia
Pengjun Wang, Ziyang Zheng, Gang Li
2023 J jnl
An adaptive fuzzing method based on transformer and protocol similarity mutation.
Comput. Secur.
Wenpeng Wang, Zhixiang Chen, Ziyang Zheng, Hui Wang
2023 J jnl
Dual adaptive training of photonic neural networks.
Nat. Mac. Intell.
Ziyang Zheng, Zhengyang Duan, Hang Chen, Rui Yang, Sheng Gao, Haiou Zhang, Hongkai Xiong, Xing Lin
2023 — conf
GL-Fusion: Global-Local Fusion Network for Multi-view Echocardiogram Video Segmentation.
MICCAI (4)
Ziyang Zheng, Jiewen Yang, Xinpeng Ding, Xiaowei Xu, Xiaomeng Li
2023 J jnl
GL-Fusion: Global-Local Fusion Network for Multi-view Echocardiogram Video Segmentation.
CoRR
Ziyang Zheng, Jiewen Yang, Xinpeng Ding, Xiaowei Xu, Xiaomeng Li
2023 A* conf
GraphEcho: Graph-Driven Unsupervised Domain Adaptation for Echocardiogram Video Segmentation.
ICCV
Jiewen Yang, Xinpeng Ding, Ziyang Zheng, Xiaowei Xu, Xiaomeng Li
2023 J jnl
GraphEcho: Graph-Driven Unsupervised Domain Adaptation for Echocardiogram Video Segmentation.
CoRR
Jiewen Yang, Xinpeng Ding, Ziyang Zheng, Xiaowei Xu, Xiaomeng Li
2023 J jnl
Hybrid ISTA: Unfolding ISTA With Convergence Guarantees Using Free-Form Deep Neural Networks.
IEEE Trans. Pattern Anal. Mach. Intell.
Ziyang Zheng, Wenrui Dai, Duoduo Xue, Chenglin Li, Junni Zou, Hongkai Xiong
2023 J jnl
Memory-efficient multi-scale residual dense network for single image rain removal.
Comput. Vis. Image Underst.
Ziyang Zheng, Zhixiang Chen, Shuqi Wang, Wenpeng Wang, Hui Wang
2023 J jnl
Non-Cross Diffusion for Semantic Consistency.
CoRR
Ziyang Zheng, Ruiyuan Gao, Qiang Xu
2022 J jnl
All-optical graph representation learning using integrated diffractive photonic computing units.
CoRR
Tao Yan, Rui Yang, Ziyang Zheng, Xing Lin, Hongkai Xiong, Qionghai Dai
2022 J jnl
Arbitrarily Oriented Object Detection in Remote Sensing Images Based on Improved YOLOv4-CSP.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Ziyang Zheng, Ting Zhang, Zhaoying Liu, Bo Liu, Yujian Li, Changming Sun
2022 J jnl
Dual adaptive training of photonic neural networks.
CoRR
Ziyang Zheng, Zhengyang Duan, Hang Chen, Rui Yang, Sheng Gao, Haiou Zhang, Hongkai Xiong, Xing Lin
2022 J jnl
Hybrid ISTA: Unfolding ISTA With Convergence Guarantees Using Free-Form Deep Neural Networks.
CoRR
Ziyang Zheng, Wenrui Dai, Duoduo Xue, Chenglin Li, Junni Zou, Hongkai Xiong
2022 J jnl
MAMDR: A Model Agnostic Learning Method for Multi-Domain Recommendation.
CoRR
Linhao Luo, Yumeng Li, Buyu Gao, Shuai Tang, Sinan Wang, Jiancheng Li, Tanchao Zhu, Jiancai Liu, Zhao Li, Binqiang Zhao, Ziyang Zheng, Shirui Pan
2022 J jnl
On the Convergence of Non-Convex Phase Retrieval With Denoising Priors.
IEEE Trans. Signal Process.
Duoduo Xue, Ziyang Zheng, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2021 J jnl
Reversible Autoencoder: A CNN-Based Nonlinear Lifting Scheme for Image Reconstruction.
IEEE Trans. Signal Process.
Shaohui Li, Wenrui Dai, Ziyang Zheng, Chenglin Li, Junni Zou, Hongkai Xiong
2020 J jnl
A Novel Beam Steerable Antenna Employing Tunable High Impedance Surface With Liquid Crystal.
IEEE Access
Jun Shu, Yueping Zhang, Ziyang Zheng
2020 C conf
DSCR-Net: A Diffractive Sensing and Complex-Valued Reconstruction Network for Compressive Sensing.
ISCAS
Ziyang Zheng, Shanghong Wang, Shaohui Li, Wenrui Dai, Junni Zou, Feifei Li, Hongkai Xiong
2020 Misc conf
REV-AE: A Learned Frame Set for Image Reconstruction.
ICASSP
Shaohui Li, Ziyang Zheng, Wenrui Dai, Junni Zou, Hongkai Xiong
2019 B conf
Lossy Image Compression with Filter Bank Based Convolutional Networks.
DCC
Shaohui Li, Ziyang Zheng, Wenrui Dai, Hongkai Xiong
2018 C conf
Compressed Sensing via a Deep Convolutional Auto-encoder.
VCIP
Hao Wu, Ziyang Zheng, Yong Li, Wenrui Dai, Hongkai Xiong