Publications (219)
VRM: Knowledge Distillation via Virtual Relation Matching
Weijia Zhang, Fei Xie, Weidong Cai +1
Exploring Frequency Adversarial Attacks for Face Forgery Detection
Shuai Jia, Chao Ma, Taiping Yao +3
OmniNWM: Omniscient Driving Navigation World Models
Bohan Li, Zhuang Ma, Dalong Du +10
AnchorSync: Global Consistency Optimization for Long Video Editing
Zichi Liu, Yinggui Wang, Tao Wei +1
Coverage Analysis for Cellular-Connected Random 3D Mobile UAVs with Directional Antennas
Hongguang Sun, Chao Ma, Linyi Zhang +4
Solid-state Synapse Based on Magnetoelectrically Coupled Memristor
Weichuan Huang, Yue-Wen Fang, Yuewei Yin +8
Deep Attentive Tracking via Reciprocative Learning
Shi Pu, Yibing Song, Chao Ma +2
Targeted Structure Completion for Sparse-View 3D Reconstruction in Autonomous Driving
Guoqing Wang, Pin Tang, Xiangxuan Ren +2
Depth-Adapted CNNs for RGB-D Semantic Segmentation
Zongwei Wu, Guillaume Allibert, Christophe Stolz +2
Reflection Invariance Learning for Few-shot Semantic Segmentation
Qinglong Cao, Yuntian Chen, Chao Ma +1
TSC: A Simple Two-Sided Constraint against Over-Smoothing
Furong Peng, Kang Liu, Xuan Lu +3
Moiré Band Topology in Twisted Bilayer Graphene
Chao Ma, Qiyue Wang, Scott Mills +9
Global Convergence of Gradient Descent for Deep Linear Residual Networks
Lei Wu, Qingcan Wang, Chao Ma
Generalization Error Bounds for Deep Neural Networks Trained by SGD
Mingze Wang, Chao Ma
The NGC 7742 star cluster luminosity function: A population analysis revisited
Richard de Grijs, Chao Ma
ARO: A New Lens On Matrix Optimization For Large Models
Wenbo Gong, Javier Zazo, Qijun Luo +3
ODM3D: Alleviating Foreground Sparsity for Semi-Supervised Monocular 3D Object Detection
Weijia Zhang, Dongnan Liu, Chao Ma +1
$\mathrm{E^{2}CFD}$: Towards Effective and Efficient Cost Function Design for Safe Reinforcement Learning via Large Language Model
Zepeng Wang, Chao Ma, Linjiang Zhou +4
Anomalous Interlayer Exciton Diffusion in Twist-Angle-Dependent Moiré Potentials of WS$_2$-WSe$_2$ Heterobilayers
Long Yuan, Biyuan Zheng, Jens Kunstmann +7
Facial Geometric Detail Recovery via Implicit Representation
Xingyu Ren, Alexandros Lattas, Baris Gecer +4
Coexistence of polar distortion and metallicity in PbTi1-xNbxO3
Jun-xing Gu, Kui-juan Jin, Chao Ma +6
Long Input Sequence Network for Long Time Series Forecasting
Chao Ma, Yikai Hou, Xiang Li +2
Grounding Everything in Tokens for Multimodal Large Language Models
Xiangxuan Ren, Zhongdao Wang, Liping Hou +3
Correlation-Embedded Transformer Tracking: A Single-Branch Framework
Fei Xie, Wankou Yang, Chunyu Wang +4
OccGen: Generative Multi-modal 3D Occupancy Prediction for Autonomous Driving
Guoqing Wang, Zhongdao Wang, Pin Tang +4
High Precision Causal Model Evaluation with Conditional Randomization
Chao Ma, Cheng Zhang
See More, Know More: Unsupervised Video Object Segmentation with Co-Attention Siamese Networks
Xiankai Lu, Wenguan Wang, Chao Ma +3
EDDI: Efficient Dynamic Discovery of High-Value Information with Partial VAE
Chao Ma, Sebastian Tschiatschek, Konstantina Palla +3
DGL-KE: Training Knowledge Graph Embeddings at Scale
Da Zheng, Xiang Song, Chao Ma +6
Unsupervised Deep Tracking
Ning Wang, Yibing Song, Chao Ma +3
CDUPatch: Color-Driven Universal Adversarial Patch Attack for Dual-Modal Visible-Infrared Detectors
Jiahuan Long, Wen Yao, Tingsong Jiang +1
Deep Graph Library: A Graph-Centric, Highly-Performant Package for Graph Neural Networks
Minjie Wang, Da Zheng, Zihao Ye +12
Robust Tracking against Adversarial Attacks
Shuai Jia, Chao Ma, Yibing Song +1
Semi-Mamba-UNet: Pixel-Level Contrastive and Pixel-Level Cross-Supervised Visual Mamba-based UNet for Semi-Supervised Medical Image Segmentation
Chao Ma, Ziyang Wang
Axiomatization of Gradient Smoothing in Neural Networks
Linjiang Zhou, Xiaochuan Shi, Chao Ma +1
The Slow Deterioration of the Generalization Error of the Random Feature Model
Chao Ma, Lei Wu, Weinan E
Robust Visual Tracking via Hierarchical Convolutional Features
Chao Ma, Jia-Bin Huang, Xiaokang Yang +1
Strong mid-infrared photoresponse in small-twist-angle bilayer graphene
Bingchen Deng, Chao Ma, Qiyue Wang +5
Heterogeneous Graph Transformer for Multiple Tiny Object Tracking in RGB-T Videos
Qingyu Xu, Longguang Wang, Weidong Sheng +4
Beyond the Quadratic Approximation: the Multiscale Structure of Neural Network Loss Landscapes
Chao Ma, Daniel Kunin, Lei Wu +1
Towards Efficient Optimizer Design for LLM via Structured Fisher Approximation with a Low-Rank Extension
Wenbo Gong, Meyer Scetbon, Chao Ma +1
Unified Map Prior Encoder for Mapping and Planning
Zongzheng Zhang, Sizhe Zou, Guantian Zheng +12
Modality-Guided Subnetwork for Salient Object Detection
Zongwei Wu, Guillaume Allibert, Christophe Stolz +2
Parameter-Free Fine-tuning via Redundancy Elimination for Vision Foundation Models
Jiahuan Long, Tingsong Jiang, Wen Yao +5
Semantic Equivalent Adversarial Data Augmentation for Visual Question Answering
Ruixue Tang, Chao Ma, Wei Emma Zhang +2
Understanding Causality with Large Language Models: Feasibility and Opportunities
Cheng Zhang, Stefan Bauer, Paul Bennett +8
Connections between star cluster populations and their host galaxy nuclear rings
Chao Ma, Richard de Grijs, Luis C. Ho
Shear-wave manipulation by embedded soft devices
Linli Chen, Chao Ma, Pingping Zheng +2
Ultraviolet optical conductivity, exciton fine-structure and dispersion of freestanding monolayer h-BN
Jinhua Hong, Alberto Guandalini, Weibin Wu +7
Long-lived and disorder-free charge transfer states enable endothermic charge separation in efficient non-fullerene organic solar cells
Philip C. Y. Chow, Ture F. Hinrichsen, Christopher C. S. Chan +11
Cross-Architecture Distillation Made Simple with Redundancy Suppression
Weijia Zhang, Yuehao Liu, Wu Ran +1
A Riemannian Mean Field Formulation for Two-layer Neural Networks with Batch Normalization
Chao Ma, Lexing Ying
VEON: Vocabulary-Enhanced Occupancy Prediction
Jilai Zheng, Pin Tang, Zhongdao Wang +4
PillarNet: Real-Time and High-Performance Pillar-based 3D Object Detection
Guangsheng Shi, Ruifeng Li, Chao Ma
Gradient Multi-Normalization for Stateless and Scalable LLM Training
Meyer Scetbon, Chao Ma, Wenbo Gong +1
Towards Theoretically Understanding Why SGD Generalizes Better Than ADAM in Deep Learning
Pan Zhou, Jiashi Feng, Chao Ma +3
Understanding the Generalization Benefits of Late Learning Rate Decay
Yinuo Ren, Chao Ma, Lexing Ying
Video Prediction Transformers without Recurrence or Convolution
Yujin Tang, Lu Qi, Xiangtai Li +2
H2-Stereo: High-Speed, High-Resolution Stereoscopic Video System
Ming Cheng, Yiling Xu, Wang Shen +4
Bispectrum Inversion with Application to Multireference Alignment
Tamir Bendory, Nicolas Boumal, Chao Ma +2
Towards Causal Foundation Model: on Duality between Causal Inference and Attention
Jiaqi Zhang, Joel Jennings, Agrin Hilmkil +3
Neural Material Adaptor for Visual Grounding of Intrinsic Dynamics
Junyi Cao, Shanyan Guan, Yanhao Ge +3
Young star clusters in circumnuclear starburst rings
Richard de Grijs, Chao Ma, Siyao Jia +2
Target-Aware Deep Tracking
Xin Li, Chao Ma, Baoyuan Wu +2
Frankenstein: Generating Semantic-Compositional 3D Scenes in One Tri-Plane
Han Yan, Yang Li, Zhennan Wu +9
BSODA: A Bipartite Scalable Framework for Online Disease Diagnosis
Weijie He, Xiaohao Mao, Chao Ma +3
PapMOT: Exploring Adversarial Patch Attack against Multiple Object Tracking
Jiahuan Long, Tingsong Jiang, Wen Yao +5
A Mean-field Analysis of Deep ResNet and Beyond: Towards Provable Optimization Via Overparameterization From Depth
Yiping Lu, Chao Ma, Yulong Lu +2
HiDAnet: RGB-D Salient Object Detection via Hierarchical Depth Awareness
Zongwei Wu, Guillaume Allibert, Fabrice Meriaudeau +2
Motion correction for PET using subspace-based real-time MR imaging in simultaneous PET/MR
Thibault Marin, Yanis Djebra, Paul K. Han +6
UniDistill: A Universal Cross-Modality Knowledge Distillation Framework for 3D Object Detection in Bird's-Eye View
Shengchao Zhou, Weizhou Liu, Chen Hu +2
Bulk Crystal Growth and Single-Crystal-to-Single-Crystal Phase Transitions in the Averievite CsClCu5V2O10
Chao Liu, Chao Ma, Tieyan Chang +7
A Comparative Analysis of the Optimization and Generalization Property of Two-layer Neural Network and Random Feature Models Under Gradient Descent Dynamics
Weinan E, Chao Ma, Lei Wu
On Linear Stability of SGD and Input-Smoothness of Neural Networks
Chao Ma, Lexing Ying
A Note on Parallel Distinguishability of two Quantum Operations
Chi-Kwong Li, Yue Liu, Chao Ma +1
Quantitative twisted recurrence properties for piecewise expanding maps on $[0,1]^d$
Jiachang Li, Chao Ma
Person-Job Fit: Adapting the Right Talent for the Right Job with Joint Representation Learning
Chen Zhu, Hengshu Zhu, Hui Xiong +4
Provably convergent quasistatic dynamics for mean-field two-player zero-sum games
Chao Ma, Lexing Ying
General Humanoid Whole-Body Control via Pretraining and Fast Adaptation
Zepeng Wang, Jiangxing Wang, Shiqing Yao +8
Interpretable Neural Computation for Real-World Compositional Visual Question Answering
Ruixue Tang, Chao Ma
Flexible radiofrequency carbon nanotube transistors operating at frequencies above 100 GHz
Fan Xia, Tian Xia, Haotian Su +12
Unsupervised Deep Representation Learning for Real-Time Tracking
Ning Wang, Wengang Zhou, Yibing Song +3
Free-breathing 3D Cardiac T1 Mapping with Transmit B1 Correction at 3T
Paul Kyu Han, Thibault Marin, Yanis Djebra +4
The Quenching-Activation Behavior of the Gradient Descent Dynamics for Two-layer Neural Network Models
Chao Ma, Lei Wu, Weinan E
The Asymmetric Maximum Margin Bias of Quasi-Homogeneous Neural Networks
Daniel Kunin, Atsushi Yamamura, Chao Ma +1
Robust Parametric Microgrid Dispatch Under Endogenous Uncertainty of Operation- and Temperature-Dependent Battery Degradation
Rui Xie, Jun Wang, Jiaxu Duan +3
Vision-Informed Flow Image Super-Resolution with Quaternion Spatial Modeling and Dynamic Flow Convolution
Qinglong Cao, Zhengqin Xu, Chao Ma +2
Enhanced Curie temperature and room-temperature 50-nm skyrmions achieved in hexagonal ferromagnet Mn5Ge3+x synthesized via a high-pressure method
Yongsen Zhang, Wei Liu, Meng Shi +14
Probing disorder-induced time-reversal symmetry breaking in Josephson junctions
Yu Wu, Daiqiang Huang, Huanyu Zhang +13
SaccadeDet: A Novel Dual-Stage Architecture for Rapid and Accurate Detection in Gigapixel Images
Wenxi Li, Ruxin Zhang, Haozhe Lin +3
Joint Neural Entity Disambiguation with Output Space Search
Hamed Shahbazi, Xiaoli Z. Fern, Reza Ghaeini +3
Deep Extreme Feature Extraction: New MVA Method for Searching Particles in High Energy Physics
Chao Ma, Tianchenghou, Bin Lan +2
Causal Reasoning in the Presence of Latent Confounders via Neural ADMG Learning
Matthew Ashman, Chao Ma, Agrin Hilmkil +2
Language-guided Navigation via Cross-Modal Grounding and Alternate Adversarial Learning
Weixia Zhang, Chao Ma, Qi Wu +1
What You Have is What You Track: Adaptive and Robust Multimodal Tracking
Yuedong Tan, Jiawei Shao, Eduard Zamfir +7
Correcting Convexity Bias in Function and Functional Estimate
Chao Ma, Lexing Ying
Removing Rain Streaks via Task Transfer Learning
Yinglong Wang, Chao Ma, Jianzhuang Liu
Learning Domain Knowledge in Multimodal Large Language Models through Reinforcement Fine-Tuning
Qinglong Cao, Yuntian Chen, Chao Ma +1
Strong Coupling of the Iron-Quadrupole and Anion-Dipole Polarizations in Ba(Fe$_{1-x}$Co$_x$)$_2$As$_2$
Chao Ma, Lijun Wu, Wei-Guo Yin +6
Damage of bilayer structure in La3Ni2O7-d induced by high pO2 annealing
Yulin Zhang, Cuiying Pei, Ning Guo +12