Evolution-based Region Adversarial Prompt Learning for Robustness Enhancement in Vision-Language Models

Xiaojun Jia, Sensen Gao, Simeng Qin +6

Improving the Performance of R17 Type-II Codebook with Deep Learning

Ke Ma, Yiliang Sang, Yang Ming +3

TransBiolab: A Real-World Multi-View Dataset of Cluttered Transparent Biomedical Objects

Ke Ma, Yifei Wang, Meng Wang +1

Exploring Inconsistent Knowledge Distillation for Object Detection with Data Augmentation

Jiawei Liang, Siyuan Liang, Aishan Liu +3

Square Moiré Superlattices in Twisted Two-Dimensional Halide Perovskites

Shuchen Zhang, Linrui Jin, Yuan Lu +21

BiLCNet : BiLSTM-Conformer Network for Encrypted Traffic Classification with 5G SA Physical Channel Records

Ke Ma, Jialiang Lu, Philippe Martins

Stochastic Non-convex Ordinal Embedding with Stabilized Barzilai-Borwein Step Size

Ke Ma, Jinshan Zeng, Jiechao Xiong +4

LAS-AT: Adversarial Training with Learnable Attack Strategy

Xiaojun Jia, Yong Zhang, Baoyuan Wu +3

Superconductivity of 30.4 K and its Reemergence under Pressure in Fe1.11Se Synthesized via Ion-exchange and De-intercalation Reaction

Mingzhang Yang, Yuxin Ma, Qi Li +11

A Multi-Layered Distributed Computing Framework for Enhanced Edge Computing

Ke Ma, Junfei Xie

Drag force in strongly coupled $\mathcal{N}=4$ SYM plasma in a magnetic field

Zi-qiang Zhang, Ke Ma, De-fu Hou

Knowledge-Guided Attention-Inspired Learning for Task Offloading in Vehicle Edge Computing

Ke Ma, Junfei Xie

Technical Report on the CVPR 2026@AdvML Workshop Challenge

Tianyuan Zhang, Zonglei Jing, Jiangfan Liu +47

The paper reports on the CVPR 2026@AdvML Workshop Challenge, which evaluated adversarial attacks on multimodal vision‑language agents for autonomous driving using multi‑view visual…

Divide and Conquer: Heterogeneous Noise Integration for Diffusion-based Adversarial Purification

Gaozheng Pei, Shaojie Lyu, Gong Chen +4

Temporal Sampling Frequency Matters: A Capacity-Aware Study of End-to-End Driving Trajectory Prediction

Yumao Liu, Tao Liu, Xiangyu Li +2

The Strategic LQG System: A Dynamic Stochastic VCG Framework for Optimal Coordination

Ke Ma, P. R. Kumar

STEVE Series: Step-by-Step Construction of Agent Systems in Minecraft

Zhonghan Zhao, Wenhao Chai, Xuan Wang +7

HyperCEUNet: Parameter-Aware Hypernetwork-Driven UNet for Channel Estimation

Ke Ma, Feng Wang, Lihui Lei +1

TalkVerse: Democratizing Minute-Long Audio-Driven Video Generation

Zhenzhi Wang, Jian Wang, Ke Ma +2

Hawk: Learning to Understand Open-World Video Anomalies

Jiaqi Tang, Hao Lu, Ruizheng Wu +7

Generalized Out-of-distribution Fault Diagnosis (GOOFD) via Internal Contrastive Learning

Xingyue Wang, Hanrong Zhang, Xinlong Qiao +4

Do We Really Need a Complex Agent System? Distill Embodied Agent into a Single Model

Zhonghan Zhao, Ke Ma, Wenhao Chai +6

Feature Slice Matching for Precise Bug Detection

Ke Ma, Jianjun Huang, Wei You +4

SURGEON: Memory-Adaptive Fully Test-Time Adaptation via Dynamic Activation Sparsity

Ke Ma, Jiaqi Tang, Bin Guo +8

LidarPainter: One-Step Away From Any Lidar View To Novel Guidance

Yuzhou Ji, Ke Ma, Hong Cai +3

Adapt Once, Thrive with Updates: Transferable Parameter-Efficient Fine-Tuning on Evolving Base Models

Naibin Gu, Peng Fu, Xiyu Liu +3

Taming Diffusion Transformer for Efficient Mobile Video Generation in Seconds

Yushu Wu, Yanyu Li, Anil Kag +9

A Unified Longitudinal Trajectory Dataset for Automated Vehicle

Hang Zhou, Ke Ma, Shixiao Liang +2

Review of Interpretable Machine Learning Models for Disease Prognosis

Jinzhi Shen, Ke Ma

Deep Learning Assisted Calibrated Beam Training for Millimeter-Wave Communication Systems

Ke Ma, Dongxuan He, Hancun Sun +2

Deep Learning for Beam-Management: State-of-the-Art, Opportunities and Challenges

Ke Ma, Zhaocheng Wang, Wenqiang Tian +2

A Robbins--Monro Sequence That Can Exploit Prior Information For Faster Convergence

Siwei Liu, Ke Ma, Stephan M. Goetz

A Theory for the Operation of the Independent System Operator in a Smart Grid with Stochastic Renewables, Demand Response and Storage

Rahul Singh, Ke Ma, Anupam Thatte +2

Incentive Compatibility in Stochastic Dynamic Systems

Ke Ma, P. R. Kumar

AdaSpring: Context-adaptive and Runtime-evolutionary Deep Model Compression for Mobile Applications

Sicong Liu, Bin Guo, Ke Ma +2

The Wide Integral Field Infrared Spectrograph: Commissioning Results and On-sky Performance

Suresh Sivanandam, Dae-Sik Moon, R. Elliot Meyer +11

Three mechanistically different variability and noise sources in the trial-to-trial fluctuations of responses to brain stimulation

Ke Ma, Siwei Liu, Mengjie Qin +1

Visual attention analysis of pathologists examining whole slide images of Prostate cancer

Souradeep Chakraborty, Ke Ma, Rajarsi Gupta +4

MAMMOTH-Subaru III. Ly$\hat{I}\pm$ Halo Extended to $\sim 200$ kpc Identified by Stacking $\sim 3300$ Ly$\hat{I}\pm$ Emitters at $z=2.2-2.3$

Haibin Zhang, Zheng Cai, Yongming Liang +8

An improved model for the effect of correlated Si-III absorption on the one-dimensional Lyman-$\hat{I}\pm$ forest power spectrum

Ke Ma, James S. Bolton, Vid Irsic +2

SAM-Path: A Segment Anything Model for Semantic Segmentation in Digital Pathology

Jingwei Zhang, Ke Ma, Saarthak Kapse +4

Diffusion-based Adversarial Purification from the Perspective of the Frequency Domain

Gaozheng Pei, Ke Ma, Yingfei Sun +2

A Review on Trajectory Datasets on Advanced Driver Assistance System

Hang Zhou, Ke Ma, Xiaopeng Li

Gigapixel Whole-Slide Images Classification using Locally Supervised Learning

Jingwei Zhang, Xin Zhang, Ke Ma +4

Improving Fast Adversarial Training with Prior-Guided Knowledge

Xiaojun Jia, Yong Zhang, Xingxing Wei +4

Slicing Vision Transformer for Flexible Inference

Yitian Zhang, Huseyin Coskun, Xu Ma +6

Fast Stochastic Ordinal Embedding with Variance Reduction and Adaptive Step Size

Ke Ma, Jinshan Zeng, Qianqian Xu +3

A Unified Framework for Stealthy Adversarial Generation via Latent Optimization and Transferability Enhancement

Gaozheng Pei, Ke Ma, Dongpeng Zhang +3

AdaScale: Dynamic Context-aware DNN Scaling via Automated Adaptation Loop on Mobile Devices

Yuzhan Wang, Sicong Liu, Bin Guo +6

AdaShadow: Responsive Test-time Model Adaptation in Non-stationary Mobile Environments

Cheng Fang, Sicong Liu, Zimu Zhou +4

Phys-Liquid: A Physics-Informed Dataset for Estimating 3D Geometry and Volume of Transparent Deformable Liquids

Ke Ma, Yizhou Fang, Jean-Baptiste Weibel +5

An Advanced Microscopic Energy Consumption Model for Automated Vehicle:Development, Calibration, Verification

Ke Ma, Zhaohui Liang, Hang Zhou +1

Full end-to-end diagnostic workflow automation of 3D OCT via foundation model-driven AI for retinal diseases

Jinze Zhang, Jian Zhong, Li Lin +18

CrowdHMTware: A Cross-level Co-adaptation Middleware for Context-aware Mobile DL Deployment

Sicong Liu, Bin Guo, Shiyan Luo +7

A 4R-supported circular product-service system for luxury branded events

Ke Ma, Francesca Valsecchi, Yuchen Tan +6

On Stochastic Variance Reduced Gradient Method for Semidefinite Optimization

Jinshan Zeng, Yixuan Zha, Ke Ma +1

Towards Provably Safe Mixed Transportation Systems with Human-driven and Automated Vehicles

Xi Liu, Ke Ma, P. R. Kumar

Localization then Neutralization: Gradient-guided Token Suppression against Visual Prompt Injection Attack

Dongpeng Zhang, Ke Ma, Yangbangyan Jiang +4

Deep Learning Assisted mmWave Beam Prediction with Prior Low-frequency Information

Ke Ma, Dongxuan He, Hancun Sun +1

Deterministic Realization of Complex Local Strain Fields and Bandgap Profiles in Two-Dimensional Materials

Lottie L. Murray, Eric Herrmann, Igor Evangelista +5

CoDance: An Unbind-Rebind Paradigm for Robust Multi-Subject Animation

Shuai Tan, Biao Gong, Ke Ma +5

M3GCLR: Multi-View Mini-Max Infinite Skeleton-Data Game Contrastive Learning For Skeleton-Based Action Recognition

Yanshan Li, Ke Ma, Miaomiao Wei +1

Precise Location Matching Improves Dense Contrastive Learning in Digital Pathology

Jingwei Zhang, Saarthak Kapse, Ke Ma +4

Less but Better: Generalization Enhancement of Ordinal Embedding via Distributional Margin

Ke Ma, Qianqian Xu, Zhiyong Yang +1

Prompt-MIL: Boosting Multi-Instance Learning Schemes via Task-specific Prompt Tuning

Jingwei Zhang, Saarthak Kapse, Ke Ma +4

MAMMOTH-Subaru IV. Large Scale Structure and Clustering Analysis of Ly$\hat{I}\pm$ Emitters and Ly$\hat{I}\pm$ Blobs at $z=2.2-2.3$

Haibin Zhang, Zheng Cai, Mingyu Li +10

Transactive Energy System Deployment over Insecure Communication Links

Yang Lu, Jianming Lian, Minghui Zhu +1

ACD-CLIP: Decoupling Representation and Dynamic Fusion for Zero-Shot Anomaly Detection

Ke Ma, Jun Long, Hongxiao Fei +3

The Development of WIFIS: a Wide Integral Field Infrared Spectrograph

Suresh Sivanandam, Richard C. Y. Chou, Dae-Sik Moon +7

OMSN and FAROS: OCTA Microstructure Segmentation Network and Fully Annotated Retinal OCTA Segmentation Dataset

Peng Xiao, Xiaodong Hu, Ke Ma +4

A Multi-Camera Optical Tag Neuronavigation and AR Augmentation Framework for Non-Invasive Brain Stimulation

Xuyi Hu, Ke Ma, Siwei Liu +2

PAVE: An End-to-End Dataset for Production Autonomous Vehicle Evaluation

Xiangyu Li, Chen Wang, Yumao Liu +3

Pushing the Limits of Safety: A Technical Report on the ATLAS Challenge 2025

Zonghao Ying, Siyang Wu, Run Hao +44

Decentralized Network Topology Design for Task Offloading in Mobile Edge Computing

Ke Ma, Junfei Xie

Seeing Is Not Screening: Multimodal Hidden Instruction Attacks on Agent Skill Scanners

Xiaojun Jia, Jie Liao, Simeng Qin +5

Assessing Markov Property in Driving Behaviors: Insights from Statistical Tests

Zheng Li, Haoming Meng, Chengyuan Ma +2

Modeling damage and fracture in additively manufactured polymeric triply periodic minimal surface lattices

Abhishek Gupta, Aditya Konale, Ke Ma +4

The paper presents a constitutive model that captures damage initiation and fracture in additively manufactured polymeric TPMS lattices, validated through experiments and implement…

A Tale of HodgeRank and Spectral Method: Target Attack Against Rank Aggregation Is the Fixed Point of Adversarial Game

Ke Ma, Qianqian Xu, Jinshan Zeng +3

Learn Faster and Remember More: Balancing Exploration and Exploitation for Continual Test-time Adaptation

Pinci Yang, Peisong Wen, Ke Ma +1

Semantic-Aligned Adversarial Evolution Triangle for High-Transferability Vision-Language Attack

Xiaojun Jia, Sensen Gao, Qing Guo +6

MAMMOTH-Subaru V. Effects of Cosmic Variance on Ly$\hat{I}\pm$ Luminosity Functions at $z=2.2-2.3$

Ke Ma, Haibin Zhang, Zheng Cai +8

Optimal, centralized dynamic curbside parking space zoning

Nawaf Nazir, Shushman Choudhury, Stephen Zoepf +2

Optimal monophasic, asymmetric electric field pulses for selective transcranial magnetic stimulation (TMS) with minimised power and coil heating

Ke Ma, Andrey Vlasov, Zeynep B. Simsek +9

Elucidating the Mechanism of Large Phosphate Molecule Intercalation Through Graphene Heterointerfaces

Jiayun Liang, Ke Ma, Xiao Zhao +19

SynMotion: Semantic-Visual Adaptation for Motion Customized Video Generation

Shuai Tan, Biao Gong, Yujie Wei +8

SnapGen-V: Generating a Five-Second Video within Five Seconds on a Mobile Device

Yushu Wu, Zhixing Zhang, Yanyu Li +11

Attribute-guided image generation from layout

Ke Ma, Bo Zhao, Leonid Sigal

An Iterative Bayesian Robbins--Monro Sequence

Siwei Liu, Ke Ma, Stephan M. Goetz

SimRPD: Optimizing Recruitment Proactive Dialogue Agents through Simulator-Based Data Evaluation and Selection

Zhiyong Cao, Dunqiang Liu, Qi Dai +9

Poisoning Attack against Estimating from Pairwise Comparisons

Ke Ma, Qianqian Xu, Jinshan Zeng +2

HAIR: Head-mounted AR Intention Recognition

David Puljiz, Bowen Zhou, Ke Ma +1

DoGCLR: Dominance-Game Contrastive Learning Network for Skeleton-Based Action Recognition

Yanshan Li, Ke Ma, Miaomiao Wei +1

Robust Ordinal Embedding from Contaminated Relative Comparisons

Ke Ma, Qianqian Xu, Xiaochun Cao

Intrinsic Decomposition of Document Images In-the-Wild

Sagnik Das, Hassan Ahmed Sial, Ke Ma +3

Cannot See the Forest for the Trees: Invoking Heuristics and Biases to Elicit Irrational Choices of LLMs

Haoming Yang, Ke Ma, Xiaojun Jia +3

Near-Field Communications with Block-Dominant Compressed Sensing: Fundamentals, Approaches, and Future Directions

Liyang Lu, Ke Ma, Yue Wang +1

Sequential Manipulation Against Rank Aggregation: Theory and Algorithm

Ke Ma, Qianqian Xu, Jinshan Zeng +4

Rhythm: Learning Interactive Whole-Body Control for Dual Humanoids

Hongjin Chen, Wei Zhang, Pengfei Li +10

Unveiling Uniform Shifted Power Law in Stochastic Human and Autonomous Driving Behavior

Wang Chen, Heye Huang, Ke Ma +4

Deep Learning Empowered Type-II Codebook: New Paradigm for Enhancing CSI Feedback

Ke Ma, Yiliang Sang, Yang Ming +3