Publications (161)
Treatment Effect Estimation for User Interest Exploration on Recommender Systems
Jiaju Chen, Wenjie Wang, Chongming Gao +3
Learning Counterfactual Outcomes Under Rank Preservation
Peng Wu, Haoxuan Li, Chunyuan Zheng +5
NTIRE 2025 Challenge on Low Light Image Enhancement: Methods and Results
Xiaoning Liu, Zongwei Wu, Florin-Alexandru Vasluianu +102
Coding Versus ARQ in Fading Channels: How reliable should the PHY be?
Peng Wu, Nihar Jindal
Efficient Matrix Implementation for Rotary Position Embedding
Chen Minqi, Zhongqi Yue, Shihao Zhang +5
HiFloat4 Format for Language Model Inference
Yuanyong Luo, Jing Huang, Yu Cheng +19
HVI: A New Color Space for Low-light Image Enhancement
Qingsen Yan, Yixu Feng, Cheng Zhang +6
Balancing Unobserved Confounding with a Few Unbiased Ratings in Debiased Recommendations
Haoxuan Li, Yanghao Xiao, Chunyuan Zheng +1
Asymptotically Hyperbolic Metrics on Unit Ball Admitting Multiple Horizons
ZhenYang Li, YuGuang Shi, Peng Wu
Enhancing Expressway Ramp Merge Safety and Efficiency via Spatiotemporal Cooperative Control
Ting Peng, Xiaoxue Xu, Yuan Li +6
Policy Learning for Balancing Short-Term and Long-Term Rewards
Peng Wu, Ziyu Shen, Feng Xie +3
Model-Assisted Inference for Covariate-Specific Treatment Effects with High-dimensional Data
Peng Wu, Zhiqiang Tan, Wenjie Hu +1
MBD: A Model-Based Debiasing Framework Across User, Content, and Model Dimensions
Yuantong Li, Lei Yuan, Zhihao Zheng +27
Heat kernel on smooth metric measure spaces and applications
Jia-Yong Wu, Peng Wu
CSTEapp: An interactive R-Shiny application of the covariate-specific treatment effect curve for visualizing individualized treatment rule
Yi Zhou, Yuhao Deng, Yu-Shi Tian +5
Towards Video Anomaly Retrieval from Video Anomaly Detection: New Benchmarks and Model
Peng Wu, Jing Liu, Xiangteng He +3
Semiparametric Efficient Inference for the Probability of Necessary and Sufficient Causation
Zhaoqing Tian, Peng Wu
Localization length exponent in two models of quantum Hall plateau transitions
Qiong Zhu, Peng Wu, R. N. Bhatt +1
Temperature fluctuations in a realistic Polyakov-loop extended Nambu--Jona-Lasinio Model along the freeze-out line
He Liu, Peng Wu, Hong-Ming Liu +1
Understanding contact gating in Schottky barrier transistors from 2D channels
Abhijith Prakash, Hesameddin Ilatikhameneh, Peng Wu +1
Jammer classification with Federated Learning
Peng Wu, Helena Calatrava, Tales Imbiriba +1
Post-processing techniques of 4D flow MRI: velocity and wall shear stress
Qi Gao, Xingli Liu, Hongping Wang +5
A generalization of the Cai--Galloway splitting theorem to smooth metric measure spaces
Jeffrey S. Case, Peng Wu
Adaptive Influence-Based Borrowing Framework for Improving Treatment Effect Estimation in RCTs Using External Controls
Peng Wu, Jile Chaoge, Shu Yang
Talos: Optimizing Top-$K$ Accuracy in Recommender Systems
Shengjia Zhang, Weiqin Yang, Jiawei Chen +5
Heat Kernel on Smooth Metric Measure Spaces with Nonnegative Curvature
Jia-Yong Wu, Peng Wu
Multiple Robust Learning for Recommendation
Haoxuan Li, Quanyu Dai, Yuru Li +4
TDR-CL: Targeted Doubly Robust Collaborative Learning for Debiased Recommendations
Haoxuan Li, Yan Lyu, Chunyuan Zheng +1
On the Comparative Analysis of Average Treatment Effects Estimation via Data Combination
Peng Wu, Shanshan Luo, Zhi Geng
Unsupervised High-Resolution Portrait Gaze Correction and Animation
Jichao Zhang, Jingjing Chen, Hao Tang +5
The Preliminary design of DC Magnet Power Supply System for ITER Static Magnetic Field Test facility
Xi Deng, Ya Huang, Li Jiang +4
Visual Odometry with an Event Camera Using Continuous Ray Warping and Volumetric Contrast Maximization
Yifu Wang, Jiaqi Yang, Xin Peng +5
NTIRE 2024 Challenge on Low Light Image Enhancement: Methods and Results
Xiaoning Liu, Zongwei Wu, Ao Li +109
Ultra-open High-efficiency Ventilated Metamaterial Absorbers with Customized Broadband Performance
Xiao Xiang, Xiaoxiao Wu, Xin Li +6
Cognitive-Aligned Spatio-Temporal Large Language Models For Next Point-of-Interest Prediction
Penglong Zhai, Jie Li, Fanyi Di +9
Cycle Self-Training for Semi-Supervised Object Detection with Distribution Consistency Reweighting
Hao Liu, Bin Chen, Bo Wang +3
A Bayesian Framework for Clustered Federated Learning
Peng Wu, Tales Imbiriba, Pau Closas
Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems
Weiqin Yang, Jiawei Chen, Shengjia Zhang +5
Quasi-Distribution Appraisal Based on Piecewise Bézier Curves: An Objective Evaluation Method about Finite Element Analysis
Runkai Wen, Yukun Chai, Lingxin Wang +5
A Forward Simulation-Based Hierarchy of Linearizable Concurrent Objects
Chao Wang, Ruijia Li, Yang Zhou +5
PV-RCNN++: Semantical Point-Voxel Feature Interaction for 3D Object Detection
Peng Wu, Lipeng Gu, Xuefeng Yan +4
Einstein four-manifolds with self-dual Weyl curvature of nonnegative determinant
Peng Wu
Effect of dispersion on indistinguishability between single-photon wave-packets
Yun-Ru Fan, Chen-Zhi Yuan, Rui-Ming Zhang +11
A Conditional Probability Framework for Compositional Zero-shot Learning
Peng Wu, Qiuxia Lai, Hao Fang +4
Identification and Estimation of Long-Term Treatment Effects with Monotone Missing
Qinwei Yang, Ruocheng Guo, Shasha Han +1
An Intelligent Energy Management Framework for Hybrid-Electric Propulsion Systems Using Deep Reinforcement Learning
Peng Wu, Julius Partridge, Enrico Anderlini +2
Efficient Trajectory Design and Communication Scheduling for Dual-UAV Jamming-Aided Secure Communication Networks
Xinran Wang, Peng Wu, Xiaopeng Yuan +2
Dynamic Local Aggregation Network with Adaptive Clusterer for Anomaly Detection
Zhiwei Yang, Peng Wu, Jing Liu +1
Unsupervised feature selection algorithm framework based on neighborhood interval disturbance fusion
Xiaolin Lv, Liang Du, Peng Zhou +1
Human-centric Behavior Description in Videos: New Benchmark and Model
Lingru Zhou, Yiqi Gao, Manqing Zhang +3
VadCLIP: Adapting Vision-Language Models for Weakly Supervised Video Anomaly Detection
Peng Wu, Xuerong Zhou, Guansong Pang +4
Bracketing Image Restoration and Enhancement with High-Low Frequency Decomposition
Genggeng Chen, Kexin Dai, Kangzhen Yang +7
Towards Video Anomaly Detection from Event Streams: A Baseline and Benchmark Datasets
Peng Wu, Yuting Yan, Guansong Pang +4
Design Considerations for 2D Dirac-Source FETs: Device Parameters, Non-Idealities and Benchmarking
Peng Wu, Joerg Appenzeller
Sub-60 mV/decade switching in a metal-insulator-metal-insulator-semiconductor transistor without ferroelectric component
Peng Wu, Joerg Appenzeller
A Survey of Methods for Handling Disk Data Imbalance
Shuangshuang Yuan, Peng Wu, Yuehui Chen +1
Quantifying Individual Risk for Binary Outcomes
Peng Wu, Peng Ding, Zhi Geng +1
Model Merging to Evolution: Parameter Space Exploration for Expert Models
Chao Wang, Yuchen Guo, Zheng Tan +4
Dense Object Reconstruction from RGBD Images with Embedded Deep Shape Representations
Lan Hu, Yuchen Cao, Peng Wu +1
Analysis of Fixed Outage Transmission Schemes: A Finer Look at the Full Multiplexing Point
Peng Wu, Nihar Jindal
Semi-supervised Regression Analysis with Model Misspecification and High-dimensional Data
Ye Tian, Peng Wu, Zhiqiang Tan
Characterizing human collective behaviours of COVID-19 in Hong Kong
Zhanwei Du, Xiao Zhang, Lin Wang +12
Personalized Federated Learning over non-IID Data for Indoor Localization
Peng Wu, Tales Imbiriba, Junha Park +2
Composite Resource Scheduling for Networked Control Systems
Peng Wu, Chenchen Fu, Tianyu Wang +4
MemSeg: A semi-supervised method for image surface defect detection using differences and commonalities
Minghui Yang, Peng Wu, Jing Liu +1
Guiding Cross-Modal Representations with MLLM Priors via Preference Alignment
Pengfei Zhao, Rongbo Luan, Wei Zhang +2
A Relative Error-Based Evaluation Framework of Heterogeneous Treatment Effect Estimators
Jiayi Guo, Haoxuan Li, Ye Tian +1
Modelling and Analysis of Network Security - an Algebraic Approach
Qian Zhang, Ying Jiang, Peng Wu
Spatiotemporal Trajectory Tracking Method for Vehicles Incorporating Lead-Lag Judgement
Yuan Li, Xiang Dong, Tao Li +6
A Distributional Perspective on Pearl's Causal Hierarchy: From Marginal to Joint and Individualized Potential Outcomes
Peng Wu, Linbo Wang
Pseudo-strata learning via maximizing misclassification reward
Shanshan Luo, Peng Wu, Zhi Geng
COOL: Comprehensive Knowledge Enhanced Prompt Learning for Domain Adaptive Few-shot Fake News Detection
Yi Ouyang, Peng Wu, Li Pan
Counterfactually Safe Reinforcement Learning
Jingyi Li, Peng Wu, Chengchun Shi
Multimodal Deep Network Embedding with Integrated Structure and Attribute Information
Conghui Zheng, Li Pan, Peng Wu
Queue-reactive Hawkes models for the order flow
Peng Wu, Marcello Rambaldi, Jean-François Muzy +1
AVadCLIP: Audio-Visual Collaboration for Robust Video Anomaly Detection
Peng Wu, Wanshun Su, Guansong Pang +4
Weakly Supervised Video Anomaly Detection and Localization with Spatio-Temporal Prompts
Peng Wu, Xuerong Zhou, Guansong Pang +4
Robust Interference Mitigation techniques for Direct Position Estimation
Haoqing Li, Shuo Tang, Peng Wu +1
Confounded Causal Imitation Learning with Instrumental Variables
Yan Zeng, Shenglan Nie, Feng Xie +3
AssistPDA: An Online Video Surveillance Assistant for Video Anomaly Prediction, Detection, and Analysis
Zhiwei Yang, Chen Gao, Jing Liu +3
DPMM-CFL: Clustered Federated Learning via Dirichlet Process Mixture Model Nonparametric Clustering
Mariona Jaramillo-Civill, Peng Wu, Pau Closas
FusionNet: Multi-model Linear Fusion Framework for Low-light Image Enhancement
Kangbiao Shi, Yixu Feng, Tao Hu +5
Improving Treatment Effect Estimation in Trials through Adaptive Borrowing of External Controls
Qinwei Yang, Jingyi Li, Peng Wu +1
The Promises of Multiple Experiments: Identifying Joint Distribution of Potential Outcomes
Peng Wu, Xiaojie Mao
Identification and estimation of treatment effects on long-term outcomes in clinical trials with external observational data
Wenjie Hu, Xiaohua Zhou, Peng Wu
Double/debiased machine learning of quantile treatment effects on long-term outcomes in clinical trials
Ziyang Liu, Niwen Zhou, Peng Wu +1
Not only Look, but also Listen: Learning Multimodal Violence Detection under Weak Supervision
Peng Wu, Jing Liu, Yujia Shi +4
On Potential Function of Gradient Steady Ricci Solitons
Peng Wu
Text-Visual Semantic Constrained AI-Generated Image Quality Assessment
Qiang Li, Qingsen Yan, Haojian Huang +3
Proactive Recommendation in Social Networks: Steering User Interest with Causal Inference
Hang Pan, Shuxian Bi, Wenjie Wang +3
Safe Individualized Treatment Rules with Controllable Harm Rates
Peng Wu, Qing Jiang, Shanshan Luo +1
Matching-Based Nonparametric Estimation of Group Average Treatment Effects
Peng Wu, Pengtao Zeng, Zhaoqing Tian +1
Symmetry Nonnegative Matrix Factorization Algorithm Based on Self-paced Learning
Lei Wang, Liang Du, Peng Zhou +1
Underwater Robotic Simulators Review for Autonomous System Development
Sara Aldhaheri, Yang Hu, Yongchang Xie +3
Unified Embedding Alignment for Open-Vocabulary Video Instance Segmentation
Hao Fang, Peng Wu, Yawei Li +2
RT-WiFi on Software-Defined Radio: Design and Implementation
Zelin Yun, Peng Wu, Shengli Zhou +3
Two-stage Respiratory Motion-resolved Radial MR Image Reconstruction Using an Interpretable Deep Unrolled Network
Shanshan Shan, Hongli Chen, Yuhan Wei +12
Mobility overestimation in MoS$_2$ transistors due to invasive voltage probes
Peng Wu
Performance of Hybrid-ARQ in Block-Fading Channels: A Fixed Outage Probability Analysis
Peng Wu, Nihar Jindal
SlowFastVAD: Video Anomaly Detection via Integrating Simple Detector and RAG-Enhanced Vision-Language Model
Zongcan Ding, Haodong Zhang, Peng Wu +4