Xiao-Ping Zhang

60 papers A* 2A 1B 3C 3Misc 4Journal 40Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
FUTURE-VLA: Forecasting Unified Trajectories Under Real-time Execution.
CoRR
Jingjing Fan, Yushan Liu, Shoujie Li, Botao Ren, Siyuan Li, Xiao-Ping Zhang, Wenbo Ding, Zhidong Deng
2026 J jnl
FactorMiner: A Self-Evolving Agent with Skills and Experience Memory for Financial Alpha Discovery.
CoRR
Yanlong Wang, Jian Xu, Hongkang Zhang, Shao-Lun Huang, Danny Dongning Sun, Xiao-Ping Zhang
2026 J jnl
M2IR: Proactive All-in-One Image Restoration via Mamba-style Modulation and Mixture-of-Experts.
CoRR
Shiwei Wang, Yongzhen Wang, Bingwen Hu, Liyan Zhang, Xiao-Ping Zhang, Mingqiang Wei
2026 J jnl
SCOPE: Skeleton Graph-Based Computation-Efficient Framework for Autonomous UAV Exploration.
CoRR
Kai Li, Shengtao Zheng, Linkun Xiu, Yuze Sheng, Xiao-Ping Zhang, Dongyue Huang, Xinlei Chen
2026 J jnl
Step-by-Step Causality: Transparent Causal Discovery with Multi-Agent Tree-Query and Adversarial Confidence Estimation.
CoRR
Ziyi Ding, Chenfei Ye-Hao, Zheyuan Wang, Xiao-Ping Zhang
2025 J jnl
AlphaResearch: Accelerating New Algorithm Discovery with Language Models.
CoRR
Zhaojian Yu, Kaiyue Feng, Yilun Zhao, Shilin He, Xiao-Ping Zhang, Arman Cohan
2025 J jnl
Assessing Uncertainty in Stock Returns: A Gaussian Mixture Distribution-Based Method.
CoRR
Yanlong Wang, Jian Xu, Shao-Lun Huang, Danny Dongning Sun, Xiao-Ping Zhang
2025 J jnl
Beyond Identity: A Generalizable Approach for Deepfake Audio Detection.
CoRR
Yasaman Ahmadiadli, Xiao-Ping Zhang, Naimul Khan
2025 J jnl
Diff
CoRR
Juncheng Mu, Chengwei Ren, Weixiang Zhang, Liang Pan, Xiao-Ping Zhang, Yue Gao
2025 A conf
Distributional Decision Transformer: Risk-Sensitive Offline RL via Quantile-Based Critics and Stochastic Return.
IROS
Changxu Wei, Huaze Tang, Yixian Zhang, Chao Wang, Xiao-Ping Zhang, Wenbo Ding
2025 J jnl
FinTSBridge: A New Evaluation Suite for Real-world Financial Prediction with Advanced Time Series Models.
CoRR
Yanlong Wang, Jian Xu, Tiantian Gao, Hongkang Zhang, Shao-Lun Huang, Danny Dongning Sun, Xiao-Ping Zhang
2025 J jnl
FinZero: Launching Multi-modal Financial Time Series Forecast with Large Reasoning Model.
CoRR
Yanlong Wang, Jian Xu, Fei Ma, Hongkang Zhang, Hang Yu, Tiantian Gao, Yu Wang, Haochen You, Shao-Lun Huang, Danny Dongning Sun, Xiao-Ping Zhang
2025 J jnl
Frame-level Temporal Difference Learning for Partial Deepfake Speech Detection.
CoRR
Menglu Li, Xiao-Ping Zhang, Lian Zhao
2025 J jnl
From 2D to 3D Cognition: A Brief Survey of General World Models.
CoRR
Ningwei Xie, Zizi Tian, Lei Yang, Xiao-Ping Zhang, Meng Guo, Jie Li
2025 J jnl
GaussDetect-LiNGAM:Causal Direction Identification without Gaussianity test.
CoRR
Ziyi Ding, Xiao-Ping Zhang
2025 J jnl
HQ-MPSD: A Multilingual Artifact-Controlled Benchmark for Partial Deepfake Speech Detection.
CoRR
Menglu Li, Majd Alber, Ramtin Asgarianamiri, Lian Zhao, Xiao-Ping Zhang
2025 J jnl
High-Fidelity and Long-Duration Human Image Animation with Diffusion Transformer.
CoRR
Shen Zheng, Jiaran Cai, Yuansheng Guan, Shenneng Huang, Xingpei Ma, Junjie Cao, Hanfeng Zhao, Qiang Zhang, Shunsi Zhang, Xiao-Ping Zhang
2025 J jnl
Laplace-Mamba: Laplace Frequency Prior-Guided Mamba-CNN Fusion Network for Image Dehazing.
CoRR
Yongzhen Wang, Liangliang Chen, Bingwen Hu, Heng Liu, Xiao-Ping Zhang, Mingqiang Wei
2025 C conf
Low-carbon Oriented Framework for Large-scale Electric Vehicle Deployment Incorporating Transmission Network Impacts.
IAS
Jiashuo Hu, Mengge Shi, Xiao-Ping Zhang, Qianyu Dong, Youwei Jia
2025 J jnl
M2Restore: Mixture-of-Experts-based Mamba-CNN Fusion Framework for All-in-One Image Restoration.
CoRR
Yongzhen Wang, Yongjun Li, Zhuoran Zheng, Xiao-Ping Zhang, Mingqiang Wei
2025 A* conf
Multi-View 3D Human Pose Estimation with Weakly Synchronized Images.
AAAI
Ling Li, Ruiwen Gu, Chongyang Wang, Junliang Xing, Xinchun Yu, Xiao-Ping Zhang
2025 J jnl
PID-controlled Langevin Dynamics for Faster Sampling of Generative Models.
CoRR
Hongyi Chen, Jianhai Shu, Jingtao Ding, Yong Li, Xiao-Ping Zhang
2025 J jnl
Reinforced Domain Selection for Continuous Domain Adaptation.
CoRR
Hanbing Liu, Huaze Tang, Yanru Wu, Yang Li, Xiao-Ping Zhang
2025 — conf
ResLearn: Transformer-Based Residual Learning for Metaverse Network Traffic Prediction.
ICC
Yoga Suhas Kuruba Manjunath, Mathew Szymanowski, Austin Wissborn, Mushu Li, Lian Zhao, Xiao-Ping Zhang
2025 J jnl
Sample-efficient diffusion-based control of complex nonlinear systems.
CoRR
Hongyi Chen, Jingtao Ding, Jianhai Shu, Xinchun Yu, Xiaojun Liang, Yong Li, Xiao-Ping Zhang
2025 J jnl
Structure-prior Informed Diffusion Model for Graph Source Localization with Limited Data.
CoRR
Hongyi Chen, Jingtao Ding, Xiaojun Liang, Yong Li, Xiao-Ping Zhang
2025 J jnl
SynTSBench: Rethinking Temporal Pattern Learning in Deep Learning Models for Time Series.
CoRR
Qitai Tan, Yiyun Chen, Mo Li, Ruiwen Gu, Yilin Su, Xiao-Ping Zhang
2025 Misc conf
Transfer Risk Map: Mitigating Pixel-level Negative Transfer in Medical Segmentation.
ICASSP
Shutong Duan, Jingyun Yang, Yang Tan, Guoqing Zhang, Yang Li, Xiao-Ping Zhang
2025 J jnl
Transfer Risk Map: Mitigating Pixel-level Negative Transfer in Medical Segmentation.
CoRR
Shutong Duan, Jingyun Yang, Yang Tan, Guoqing Zhang, Yang Li, Xiao-Ping Zhang
2025 J jnl
VIFO: Visual Feature Empowered Multivariate Time Series Forecasting with Cross-Modal Fusion.
CoRR
Yanlong Wang, Hang Yu, Jian Xu, Fei Ma, Hongkang Zhang, Tongtong Feng, Zijian Zhang, Shao-Lun Huang, Danny Dongning Sun, Xiao-Ping Zhang
2025 J jnl
WDMamba: When Wavelet Degradation Prior Meets Vision Mamba for Image Dehazing.
CoRR
Jie Sun, Heng Liu, Yongzhen Wang, Xiao-Ping Zhang, Mingqiang Wei
2025 J jnl
When marine radar target detection meets pretrained large language models.
CoRR
Qiying Hu, Linping Zhang, Xueqian Wang, Gang Li, Yu Liu, Xiao-Ping Zhang
2025 — conf
Z1: Efficient Test-time Scaling with Code.
EMNLP (Industry Track)
Zhaojian Yu, Yinghao Wu, Yilun Zhao, Arman Cohan, Xiao-Ping Zhang
2025 J jnl
Z1: Efficient Test-time Scaling with Code.
CoRR
Zhaojian Yu, Yinghao Wu, Yilun Zhao, Arman Cohan, Xiao-Ping Zhang
2024 J jnl
A deep learning model based on transformer structure for radar tracking of maneuvering targets.
Inf. Fusion
Yushu Zhang, Gang Li, Xiao-Ping Zhang, You He
2024 J jnl
Audio Anti-Spoofing Detection: A Survey.
CoRR
Menglu Li, Yasaman Ahmadiadli, Xiao-Ping Zhang
2024 J jnl
Bounds on f-Divergences between Distributions within Generalized Quasi-ε-Neighborhood.
CoRR
Xinchun Yu, Shuangqing Wei, Shao-Lun Huang, Xiao-Ping Zhang
2024 J jnl
HDC: Hierarchical Semantic Decoding with Counting Assistance for Generalized Referring Expression Segmentation.
CoRR
Zhuoyan Luo, Yinghao Wu, Yong Liu, Yicheng Xiao, Xiao-Ping Zhang, Yujiu Yang
2024 J jnl
HumanEval Pro and MBPP Pro: Evaluating Large Language Models on Self-invoking Code Generation.
CoRR
Zhaojian Yu, Yilun Zhao, Arman Cohan, Xiao-Ping Zhang
2024 J jnl
Interpretable Temporal Class Activation Representation for Audio Spoofing Detection.
CoRR
Menglu Li, Xiao-Ping Zhang
2024 B conf
Joint Beamforming for Backscatter Integrated Sensing and Communication.
GLOBECOM
Zongyao Zhao, Tiankuo Wei, Zhenyu Liu, Xinke Tang, Xiao-Ping Zhang, Yuhan Dong
2024 J jnl
PSformer: Parameter-efficient Transformer with Segment Attention for Time Series Forecasting.
CoRR
Yanlong Wang, Jian Xu, Fei Ma, Shao-Lun Huang, Danny Dongning Sun, Xiao-Ping Zhang
2024 A* conf
Social Physics Informed Diffusion Model for Crowd Simulation.
AAAI
Hongyi Chen, Jingtao Ding, Yong Li, Yue Wang, Xiao-Ping Zhang
2024 J jnl
Social Physics Informed Diffusion Model for Crowd Simulation.
CoRR
Hongyi Chen, Jingtao Ding, Yong Li, Yue Wang, Xiao-Ping Zhang
2024 J jnl
Stochastic Carbon Footprint Tracing Methods in Power Systems.
CoRR
Jiashuo Hu, Xiao-Ping Zhang, Youwei Jia
2024 B conf
THz Optical Image Recognition Method via AM-Res2Net Model.
GLOBECOM
Jiazhen Song, Sixing Xi, Xun Guan, Xiao-Ping Zhang, Xiaolei Wang, Zhenyu Liu
2023 — conf
Constant Scaling Asymptotics of Communication Bounds in Covert Channels Against Selective Adversary.
MILCOM
Xinchun Yu, Shuangqin Wei, Chenhao Ying, Xiao-Ping Zhang
2023 — conf
Robust Audio Anti-Spoofing System Based on Low-Frequency Sub-Band Information.
WASPAA
Menglu Li, Xiao-Ping Zhang
2023 B conf
Robust Deep Joint Source Channel Coding with Time-Varying Noise.
GLOBECOM
Weida Wang, Xinchun Yu, Xinyi Tong, Runpeng Yu, Xiao-Ping Zhang, Shao-Lun Huang
2023 C conf
Robust Deepfake Audio Detection via Bi-Level Optimization.
MMSP
Menglu Li, Yasaman Ahmadiadli, Xiao-Ping Zhang
2023 J jnl
Study on L
J. Sci. Comput.
Min Tao, Xiao-Ping Zhang
2023 Misc conf
Transformer-based tracking Network for Maneuvering Targets.
ICASSP
Yushu Zhang, Gang Li, Xiao-Ping Zhang, You He
2009 — conf
Computer Simulation of 3D Mask Image Based on Self-Adaptive Model in VLSI Lithography.
CSIE (3)
Pengfei Cao, Lin Cheng, Xiao-Ping Zhang
2006 J jnl
An Automated Video Object Extraction System Based on Spatiotemporal Independent Component Analysis and Multiscale Segmentation.
EURASIP J. Adv. Signal Process.
Xiao-Ping Zhang, Zhenhe Chen
2005 — conf
Robust image watermarking based on the wavelet contour detection.
ICASSP (2)
Zhiquan Lu, Xiao-Ping Zhang
2003 C conf
Object extraction in video sequences based on the spatio-temporal independent component analysis.
VCIP
Zhenhe Chen, Xiao-Ping Zhang
2002 — conf
Multiscale tumor detection and segmentation in mammograms.
ISBI
Xiao-Ping Zhang
2001 Misc conf
Space-scale adaptive noise reduction in images based on thresholding neural network.
ICASSP
Xiao-Ping Zhang
2001 J jnl
Thresholding neural network for adaptive noise reduction.
IEEE Trans. Neural Networks
Xiao-Ping Zhang
1999 Misc conf
A new time-scale adaptive denoising method based on wavelet shrinkage.
ICASSP
Xiao-Ping Zhang, Zhi-Quan Luo