Gorenstein triangular matrix rings and category algebras

Ren Wang

Optimizing Robustness and Accuracy in Mixture of Experts: A Dual-Model Approach

Xu Zhang, Kaidi Xu, Ziqing Hu +1

Post-hoc Popularity Bias Correction in GNN-based Collaborative Filtering

Md Aminul Islam, Elena Zheleva, Ren Wang

Bridging Unsupervised and Supervised Depth from Focus via All-in-Focus Supervision

Ning-Hsu Wang, Ren Wang, Yu-Lun Liu +4

Topology Design of Reconfigurable Intelligent Surfaces Based on Current Distribution and Otsu Image Segmentation

Zhen Zhang, Jun Wei Zhang, Hui Dong Li +6

Practical Detection of Trojan Neural Networks: Data-Limited and Data-Free Cases

Ren Wang, Gaoyuan Zhang, Sijia Liu +3

ASK: Adversarial Soft k-Nearest Neighbor Attack and Defense

Ren Wang, Tianqi Chen, Philip Yao +3

RAILS: A Robust Adversarial Immune-inspired Learning System

Ren Wang, Tianqi Chen, Stephen Lindsly +4

Efficient and Robust Continual Graph Learning for Graph Classification in Biology

Ding Zhang, Jane Downer, Can Chen +1

Local symmetry theory of resonator structures for the real-space control of edge states in binary aperiodic chains

Malte Röntgen, Christian V. Morfonios, Ren Wang +2

MoCo-EA: Exploiting Adversarial Mode Connectivity for Efficient Evolutionary Attacks

Hyo Seo Kim, Gang Luo, Can Chen +3

Deep Adversarially-Enhanced k-Nearest Neighbors

Ren Wang, Tianqi Chen, Alfred Hero

Edge Modes of Scattering Chains with Aperiodic Order

Ren Wang, Malte Rontgen, Christian V. Morfonios +3

Purification Of Contaminated Convolutional Neural Networks Via Robust Recovery: An Approach with Theoretical Guarantee in One-Hidden-Layer Case

Hanxiao Lu, Zeyu Huang, Ren Wang

Enabling Kernel Bypass Networking on gem5

Siddharth Agarwal, Minwoo Lee, Ren Wang +1

Free-Space Propagation and Skyrmion Topology of Toroidal Electromagnetic Pulses

Ren Wang, Zhi-Qiang Hu, Pan-Yi Bao +4

A recollement approach to Han's conjecture

Ren Wang, Xiaoxiao Xu, Jinbi Zhang +1

Improving Generalization in Meta-Learning via Meta-Gradient Augmentation

Ren Wang, Haoliang Sun, Qi Wei +3

Forget Vectors at Play: Universal Input Perturbations Driving Machine Unlearning in Image Classification

Changchang Sun, Ren Wang, Yihua Zhang +5

From Prediction to Diagnosis: Reasoning-Aware AI for Photovoltaic Defect Inspection

Dev Mistry, Feng Qiu, Bo Chen +4

Identifying Backdoored Graphs in Graph Neural Network Training: An Explanation-Based Approach with Novel Metrics

Jane Downer, Ren Wang, Binghui Wang

Data-driven model order reduction for T-Product-Based dynamical systems

Shenghan Mei, Ziqin He, Yidan Mei +4

Event-Structured Physics-Informed Neural Networks for Differentiable Critical Clearing Boundaries

Baoli Hao, Chenxi Hu, Ming Zhong +1

The paper introduces an event-structured physics‑informed neural network (ES‑PINN) that models pre‑fault, fault‑on, and post‑clearing dynamics to accurately estimate the critical c…

SynCell: Contextualized Drug Synergy Prediction

Keqin Peng, Guangxin Su, Qinshan Shi +4

PINNs-Based Uncertainty Quantification for Transient Stability Analysis

Ren Wang, Ming Zhong, Kaidi Xu +2

The MCM-approximation of the trivial module over a category algebra

Ren Wang

Boosting Diffusion Guidance via Learning Degradation-Aware Models for Blind Super Resolution

Shao-Hao Lu, Ren Wang, Ching-Chun Huang +1

Double-Helix Singularity and Vortex-Antivortex Annihilation in Space-Time Helical Pulses

Shuai Shi, Ren Wang, Minhui Xiong +3

Efficient and Effective Deep Multi-view Subspace Clustering

Yuxiu Lin, Hui Liu, Ren Wang +2

Free-form conformal metasurfaces robustly generating topological skyrmions

Yang Fu, Rensheng Xie, Nilo Mata-Cervera +5

Propagation-invariant strongly longitudinally polarized toroidal pulses

Ren Wang, Ding-Tao Yang, Tao Xin +3

RAILS: A Robust Adversarial Immune-inspired Learning System

Ren Wang, Tianqi Chen, Stephen Lindsly +3

IOCA: High-Speed I/O-Aware LLC Management for Network-Centric Multi-Tenant Platform

Yifan Yuan, Mohammad Alian, Yipeng Wang +4

Exploring Nonlinear Pathway in Parameter Space for Machine Unlearning

Yingdan Shi, Ren Wang

Tackling Fake Forgetting through Uncertainty Quantification

Yingdan Shi, Sijia Liu, Kaize Ding +1

When Local Monitors Miss Compositional Harm: Diagnosing Distributed Backdoors in Multi-Agent Systems

Yibo Hu, Ren Wang

The paper shows that runtime monitors checking each step of multi-agent LLM systems can miss attacks that are split across agents, because each fragment looks benign on its own, an…

Architectural and System Implications of CXL-enabled Tiered Memory

Yujie Yang, Lingfeng Xiang, Peiran Du +7

HODDI: A Dataset of High-Order Drug-Drug Interactions for Computational Pharmacovigilance

Zhaoying Wang, Yingdan Shi, Xiang Liu +3

Space Time Nonseparable Electromagnetic Vortices

Minhui Xiong, Ren Wang, Qinyu Zhou +1

Deep Adversarial Defense Against Multilevel-Lp Attacks

Ren Wang, Yuxuan Li, Alfred Hero

PhyVLLM: Physics-Guided Video Language Model with Motion-Appearance Disentanglement

Yu-Wei Zhan, Xin Wang, Hong Chen +6

Multi-Trigger-Key: Towards Multi-Task Privacy Preserving In Deep Learning

Ren Wang, Zhe Xu, Alfred Hero

Towards Understanding How Self-training Tolerates Data Backdoor Poisoning

Soumyadeep Pal, Ren Wang, Yuguang Yao +1

Word-Sequence Entropy: Towards Uncertainty Estimation in Free-Form Medical Question Answering Applications and Beyond

Zhiyuan Wang, Jinhao Duan, Chenxi Yuan +6

Preprojective algebras, skew group algebras and Morita equivalences

Xiao-Wu Chen, Ren Wang

Watermarking Graph Neural Networks via Explanations for Ownership Protection

Jane Downer, Yingdan Shi, Ziyan Liu +2

A Quantitative Analysis and Guidelines of Data Streaming Accelerator in Modern Intel Xeon Scalable Processors

Reese Kuper, Ipoom Jeong, Yifan Yuan +4

PSBD: Prediction Shift Uncertainty Unlocks Backdoor Detection

Wei Li, Pin-Yu Chen, Sijia Liu +1

Bridging Models to Defend: A Population-Based Strategy for Robust Adversarial Defense

Ren Wang, Yuxuan Li, Can Chen +6

Learnable Distribution Calibration for Few-Shot Class-Incremental Learning

Binghao Liu, Boyu Yang, Lingxi Xie +3

Demystifying CXL Memory with Genuine CXL-Ready Systems and Devices

Yan Sun, Yifan Yuan, Zeduo Yu +11

EvolvingAgent: Curriculum Self-evolving Agent with Continual World Model for Long-Horizon Tasks

Tongtong Feng, Xin Wang, Zekai Zhou +5

Toroidal helical pulses

Shuai Shi, Hongcheng Zhou, Junjie Shao +7

Physics-Constrained Backdoor Attacks on Power System Fault Localization

Jianing Bai, Ren Wang, Zuyi Li

Singular equivalences and Auslander-Reiten conjecture

Yiping Chen, Wei Hu, Yongyun Qin +1

The spectrum of the singularity category of a category algebra

Ren Wang

Nomad: Non-Exclusive Memory Tiering via Transactional Page Migration

Lingfeng Xiang, Zhen Lin, Weishu Deng +4

SCG: Spotting Coordinated Groups in Social Media

Junhao Wang, Sacha Levy, Ren Wang +2

Simultaneous Localization and Recognition of Subwavelength Non-Cooperative Entities Based on SISO Time Reversal and Neural Networks

Yinchen Wang, Yu Duan, Yu-Qi Ye +5

Skew group categories, algebras associated to Cartan matrices and folding of root lattices

Xiao-Wu Chen, Ren Wang

Early Detection of Distributed Backdoors in Multi-Agent LLM Systems: A Characterization Study

Diego Fernandez Arias, Dev Prashant Mistry, Ren Wang +1

Heterogeneous Entity Representation for Medicinal Synergy Prediction

Jiawei Wu, Jun Wen, Mingyuan Yan +4

Backdoor Secrets Unveiled: Identifying Backdoor Data with Optimized Scaled Prediction Consistency

Soumyadeep Pal, Yuguang Yao, Ren Wang +2

Tensor Recovery from Noisy and Multi-Level Quantized Measurements

Ren Wang, Meng Wang, Jinjun Xiong

Experimental realization of a full-band wave antireflection based on temporal taper metamaterials

Haonan Hou, Kai Peng, Yangkai Wang +5

Determining Aperture Field for Arbitrary Phaseless Far-Field Utilizing Inverse Design Method Based on Spectral Analysis

Chuan-Sheng Chen, Ren Wang, Jin-Pin Liu +1

ORCA: A Network and Architecture Co-design for Offloading us-scale Datacenter Applications

Yifan Yuan, Jinghan Huang, Yan Sun +7

On Fast Adversarial Robustness Adaptation in Model-Agnostic Meta-Learning

Ren Wang, Kaidi Xu, Sijia Liu +4

BiTAgent: A Task-Aware Modular Framework for Bidirectional Coupling between Multimodal Large Language Models and World Models

Yu-Wei Zhan, Xin Wang, Pengzhe Mao +3

Latent Manifold Reconstruction and Representation with Topological and Geometrical Regularization

Ren Wang, Pengcheng Zhou

Learning Camera-Aware Noise Models

Ke-Chi Chang, Ren Wang, Hung-Jin Lin +4

Singular equivalences induced by bimodules and quadratic monomial algebras

Xiao-Wu Chen, Jian Liu, Ren Wang

Immuno-mimetic Deep Neural Networks (Immuno-Net)

Ren Wang, Tianqi Chen, Stephen Lindsly +3

The finite EI categories of Cartan type

Xiao-Wu Chen, Ren Wang

Fine-Grained Classification with Noisy Labels

Qi Wei, Lei Feng, Haoliang Sun +3

The tensor product of Gorenstein-projective modules over category algebras

Ren Wang

Hybrid electromagnetic toroidal vortices

Ren Wang, Beier Ying, Shuai Shi +4

Observation of space-time nonseparable helical pulses

Ren Wang, Shuai Shi, Zeyi Zhang +4

Time-varying k-domain modulation around a point sink in time reversal cavity

Xin Liu, Jin-Shan Cui, Ren Wang +2

Beyond Sharp Minima: Robust LLM Unlearning via Feedback-Guided Multi-Point Optimization

Wenhan Wu, Zheyuan Liu, Chongyang Gao +2

Inverse Design of Frequency Selective Surface Using Physics-Informed Neural Networks

Yu-Hang Liu, Bing-Zhong Wang, Ren Wang

Single-antenna super-resolution positioning with nonseparable toroidal pulses

Ren Wang, Pan-Yi Bao, Bing-Zhong Wang +1

Exploring Dynamic Properties of Backdoor Training Through Information Bottleneck

Xinyu Liu, Xu Zhang, Can Chen +1

Explorable Tone Mapping Operators

Chien-Chuan Su, Ren Wang, Hung-Jin Lin +4

Data-driven Control of T-Product-based Dynamical Systems

Ziqin He, Yidan Mei, Shenghan Mei +4

MetaViewer: Towards A Unified Multi-View Representation

Ren Wang, Haoliang Sun, Yuling Ma +2