Multi-Stakeholder LLM Alignment: Decomposing Estimation from Aggregation

Lulu Zheng, Wenjin Yang, Xiangwen Zhang +4

Triangle Counting Accelerations: From Algorithm to In-Memory Computing Architecture

Xueyan Wang, Jianlei Yang, Yinglin Zhao +5

SafeMap: Robust HD Map Construction from Incomplete Observations

Xiaoshuai Hao, Lingdong Kong, Rong Yin +4

Communication-Efficient Personalized Federal Graph Learning via Low-Rank Decomposition

Ruyue Liu, Rong Yin, Xiangzhen Bo +5

MapDistill: Boosting Efficient Camera-based HD Map Construction via Camera-LiDAR Fusion Model Distillation

Xiaoshuai Hao, Ruikai Li, Hui Zhang +7

Evaluating the Application of ChatGPT in Outpatient Triage Guidance: A Comparative Study

Dou Liu, Ying Han, Xiandi Wang +6

The Alignment Paradox of Medical Large Language Models in Infertility Care: Decoupling Algorithmic Improvement from Clinical Decision-making Quality

Dou Liu, Ying Long, Sophia Zuoqiu +8

SSTAG: Structure-Aware Self-Supervised Learning Method for Text-Attributed Graphs

Ruyue Liu, Rong Yin, Xiangzhen Bo +5

Can LVLMs Uncover the Truth Behind Visual Illusions? An Analysis of Perceptual and Reasoning Capabilities

Liangjie Zhao, Jiaqing Lyu, Kexin Tang +5

The paper introduces IllusionReasoning, a benchmark that uses visual illusion images to jointly assess perception and reasoning abilities of large vision‑language models, revealing…

Beyond Semantic Priors: Mitigating Optimization Collapse for Generalizable Visual Forensics

Jipeng Liu, Haichao Shi, Siyu Xing +2

Multi-Modal Molecular Representation Learning via Structure Awareness

Rong Yin, Ruyue Liu, Xiaoshuai Hao +4

MapFusion: A Novel BEV Feature Fusion Network for Multi-modal Map Construction

Xiaoshuai Hao, Yunfeng Diao, Mengchuan Wei +7

Evaluating the Feasibility and Accuracy of Large Language Models for Medical History-Taking in Obstetrics and Gynecology

Dou Liu, Ying Long, Sophia Zuoqiu +2

Reliability of Large Language Model Generated Clinical Reasoning in Assisted Reproductive Technology: Blinded Comparative Evaluation Study

Dou Liu, Ying Long, Sophia Zuoqiu +6

What Really Matters for Robust Multi-Sensor HD Map Construction?

Xiaoshuai Hao, Yuting Zhao, Yuheng Ji +5

ASWT-SGNN: Adaptive Spectral Wavelet Transform-based Self-Supervised Graph Neural Network

Ruyue Liu, Rong Yin, Yong Liu +1

Weather-Conditioned Branch Routing for Robust LiDAR-Radar 3D Object Detection

Hongsheng Li, Lingfeng Zhang, Zexian Yang +4

MSC-Bench: Benchmarking and Analyzing Multi-Sensor Corruption for Driving Perception

Xiaoshuai Hao, Guanqun Liu, Yuting Zhao +6

Assessing the Human-Likeness of LLM-Driven Digital Twins in Simulating Health Care System Trust

Yuzhou Wu, Mingyang Wu, Di Liu +2

AS-GCL: Asymmetric Spectral Augmentation on Graph Contrastive Learning

Ruyue Liu, Rong Yin, Yong Liu +4

FTF-ER: Feature-Topology Fusion-Based Experience Replay Method for Continual Graph Learning

Jinhui Pang, Changqing Lin, Xiaoshuai Hao +5