FEDKIM: Adaptive Federated Knowledge Injection into Medical Foundation Models

Xiaochen Wang, Jiaqi Wang, Houping Xiao +2

EventVAD: Training-Free Event-Aware Video Anomaly Detection

Yihua Shao, Haojin He, Sijie Li +11

Configurable multi-agent framework for scalable and realistic testing of llm-based agents

Sai Wang, Senthilnathan Subramanian, Mudit Sahni +6

FEDMEKI: A Benchmark for Scaling Medical Foundation Models via Federated Knowledge Injection

Jiaqi Wang, Xiaochen Wang, Lingjuan Lyu +2

Mitigating Pooling Bias in E-commerce Search via False Negative Estimation

Xiaochen Wang, Xiao Xiao, Ruhan Zhang +5

MedDiffusion: Boosting Health Risk Prediction via Diffusion-based Data Augmentation

Yuan Zhong, Suhan Cui, Jiaqi Wang +7

MKG-RAG-Bench: Benchmarking Retrieval in Multimodal Knowledge Graph-Augmented Generation

Xiaochen Wang, Bao Hoang, Han Liu +2

Synthesizing Multimodal Electronic Health Records via Predictive Diffusion Models

Yuan Zhong, Xiaochen Wang, Jiaqi Wang +5

AdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization

Yiyang Du, Xiaochen Wang, Chi Chen +9

Modeling Multi-Cellular Dynamics Regulated by ECM-Mediated Mechanical Communication via Active Particles with Polarized Effective Attraction

Yu Zheng, Qihui Fan, Christopher Eddy +4

GPR: Empowering Generation with Graph-Pretrained Retriever

Xiaochen Wang, Zongyu Wu, Yuan Zhong +3

Energy Consumption Optimization, Response Time Differences and Indicators in Cortical Working Memory Revealed by Nonequilibrium

Xiaochen Wang, Yuxuan Wu, Feng Zhang +1

Charge Crowding in Graphene-Silicon Diodes

Muhammad Abid Anwar, Munir Ali, Dong Pu +12

Dynamical heterogeneity reverses structural suppression of cooperation

Xiaochen Wang

Statistical Dataset Evaluation: Reliability, Difficulty, and Validity

Chengwen Wang, Qingxiu Dong, Xiaochen Wang +2

Understanding the impact of heavy ions and tailoring the optical properties of large-area Monolayer WS2 using Focused Ion Beam

Fahrettin Sarcan, Nicola J. Fairbairn, Panaiot Zotev +10

SG-FSM: A Self-Guiding Zero-Shot Prompting Paradigm for Multi-Hop Question Answering Based on Finite State Machine

Xiaochen Wang, Junqing He, Liang Chen +5

Light-Matter Coupling in Scalable Van der Waals Superlattices

Pawan Kumar, Jason Lynch, Baokun Song +19

Beyond Single Frames: Can LMMs Comprehend Temporal and Contextual Narratives in Image Sequences?

Xiaochen Wang, Heming Xia, Jialin Song +9

ClawBench: Can AI Agents Complete Everyday Online Tasks?

Yuxuan Zhang, Yubo Wang, Yipeng Zhu +27

STSR: High-Fidelity Speech Super-Resolution via Spectral-Transient Context Modeling

Jiajun Yuan, Xiaochen Wang, Yuhang Xiao +3

Demystifying Numerosity in Diffusion Models -- Limitations and Remedies

Yaqi Zhao, Xiaochen Wang, Li Dong +2

Abnormal Event Detection via Hypergraph Contrastive Learning

Bo Yan, Cheng Yang, Chuan Shi +2

KAMR: Grounding Generation via Knowledge-Aligned Multi-hop Retrieval

Xiaochen Wang, Yuan Zhong, Haoyu Wang +2

The paper presents KAMR, a knowledge‑aligned multi‑hop retriever that first identifies anchor graph triplets strongly tied to a query and then locally expands to connected evidence…

Lowering topological entropy over subsets for amenable group actions

Xiaochen Wang

The Tool Decathlon: Benchmarking Language Agents for Diverse, Realistic, and Long-Horizon Task Execution

Junlong Li, Wenshuo Zhao, Jian Zhao +18

Modeling cell migration regulated by cell-ECM micromechanical coupling

Yu Zheng, Hanqing Nan, Qihui Fan +6

BoXHED2.0: Scalable boosting of dynamic survival analysis

Arash Pakbin, Xiaochen Wang, Bobak J. Mortazavi +1

Dominant strategy in repeated games on networks

Xiaochen Wang, Aming Li

PeriodicLoRA: Breaking the Low-Rank Bottleneck in LoRA Optimization

Xiangdi Meng, Damai Dai, Weiyao Luo +7

Recent Advances in Predictive Modeling with Electronic Health Records

Jiaqi Wang, Junyu Luo, Muchao Ye +8

Kimi K2.5: Visual Agentic Intelligence

Kimi Team, Tongtong Bai, Yifan Bai +322

BoXHED: Boosted eXact Hazard Estimator with Dynamic covariates

Xiaochen Wang, Arash Pakbin, Bobak J. Mortazavi +2

Strategy evolution on temporal hypergraphs

Xiaochen Wang, Lei Zhou, Alex McAvoy +2

Disentangling ID and Modality Effects for Session-based Recommendation

Xiaokun Zhang, Bo Xu, Zhaochun Ren +3

Imitation dynamics on networks with incomplete information

Xiaochen Wang, Lei Zhou, Alex McAvoy +1

Linear Differential Vision Transformer: Learning Visual Contrasts via Pairwise Differentials

Yifan Pu, Jixuan Ying, Qixiu Li +7

MEDMKG: Benchmarking Medical Knowledge Exploitation with Multimodal Knowledge Graph

Xiaochen Wang, Yuan Zhong, Lingwei Zhang +3

CoRelation: Boosting Automatic ICD Coding Through Contextualized Code Relation Learning

Junyu Luo, Xiaochen Wang, Jiaqi Wang +3

CogSR: Semantic-Aware Speech Super-Resolution via Chain-of-Thought Guided Flow Matching

Jiajun Yuan, Xiaochen Wang, Yuhang Xiao +3

Fast Top-k Area Topics Extraction with Knowledge Base

Fang Zhang, Xiaochen Wang, Jingfei Han +3

Hierarchical Pretraining on Multimodal Electronic Health Records

Xiaochen Wang, Junyu Luo, Jiaqi Wang +5

Exceptional Point modulated by Kerr effect in Anti-Parity-Time Symmetry System

Tuoyu Chen, Zhisong Xiao, Shuo Jiang +6

Generalizations of the M&M Game

Snehesh Das, Steven J. Miller, Geremias Polanco +5

EGTR-Review: Efficient Evidence-Grounded Scientific Peer Review Generation via Multi-Agent Teacher Distillation

Xinpeng Qiu, Wang Yihu, Zhifeng Liu +2

FSM: A Finite State Machine Based Zero-Shot Prompting Paradigm for Multi-Hop Question Answering

Xiaochen Wang, Junqing He, Zhe yang +4