Papers
Adaptive Frequency Pathways for Spatiotemporal Forecasting
Yanjun Qin, Yuchen Fang, Xinke Jiang et al.
Unbiased Rectification for Sequential Recommender Systems Under Fake Orders
Qiyu Qin, Yichen Li, Haozhao Wang et al.
WaveDiST: A Wavelet Diffusion Transformer for Spatio-Temporal Estimation on Unobserved Locations
Huiling Qin, Yuanxun Li, Weijia Jia
Quality-Aware Language-Conditioned Local Auto-Regressive Anomaly Synthesis and Detection
Long Qian, Bingke Zhu, Yingying Chen et al.
UNO! UNified Offline Training Paradigm for Learning Path Recommendation
Linzhi Peng, Wentao Zhu, Ke Cheng et al.
Think Wise, Collaborate Effectively: A Rationale-Aware LLM-Based Recommender with Reinforcement Learning from Collaborative Signals
Chung Park, Taesan Kim, Hyeongjun Yun et al.
RoSA: Enhancing Parameter-Efficient Fine-Tuning via RoPE-aware Selective Adaptation in Large Language Models
Dayan Pan, Jingyuan Wang, Yilong Zhou et al.
Targeting Borderline Fraudsters: Multi-View Hypergraph Fraud Detection with LLM-Guided Contrastive Learning
Rui Ou, Kun Zhu, Nana Zhang et al.
GenVidBench: A 6-Million Benchmark for AI-Generated Video Detection
Zhenliang Ni, Qiangyu Yan, Mouxiao Huang et al.
R²D-LPCC: Relevance-Ranking Guided Region-Adaptive Dynamic LiDAR Point Cloud Compression
Fangzhe Nan, Frederick W. B. Li, Gary K. L. Tam et al.
Continual Out-of-Distribution Detection with Analytic Neural Collapse
Saleh Momeni, Changnan Xiao, Bing Liu
ConvMix: A Mixed-Criteria Data Augmentation Framework for Conversational Dense Retrieval
Fengran Mo, Jinghan Zhang, Yuchen Hui et al.
Information Theoretic Optimal Surveillance for Epidemic Prevalence in Networks
Ritwick Mishra, Abhijin Adiga, Madhav Marathe et al.
ImageBindDC: Compressing Multi-modal Data with ImageBind-based Condensation
Yue Min, Shaobo Wang, Jiaze Li et al.
Spatial-Temporal Feedback Diffusion Guidance for Controlled Traffic Imputation
Xiaowei Mao, Huihu Ding, Yan Lin et al.
Multi-graph Fusion Cross-model Contrastive Learning for Recommendation
Shengjun Ma, Yuhai Zhao, Fenglong Ma et al.
Hierarchical Frequency-Decomposition Graph Neural Networks for Road Network Representation Learning
Jingtian Ma, Jingyuan Wang, Leong Hou U
SGMT: Social Generating with Multiview-Guided Tuning In Recommender Systems
Jianghong Ma, Changran He, Dezhao Yang et al.
LMGL-WD: LLM-Guided Multi-Task Graph Learning for Category-Level Warehouse Demand Prediction in E-Commerce
Wenjun Lyu, Fangyu Li, Yudong Zhang et al.
Privacy Auditing of Multi-Domain Graph Pre-Trained Model Under Membership Inference Attacks
Jiayi Luo, Qingyun Sun, Yuecen Wei et al.
Revisiting Fairness-aware Interactive Recommendation: Item Lifecycle as a Control Knob
Yun Lu, Xiaoyu Shi, Hong Xie et al.
SciMKG: A Multimodal Knowledge Graph for Science Education with Text, Image, Video and Audio
Tong Lu, Zhichun Wang, Yaoyu Zhou et al.
MaskAD: Parallel Masked Autoencoder for Multi-class Unsupervised Anomaly Detection
Ruiying Lu, Gang Liu, Kang Li et al.
A Novel Fine-Tuned CLIP-OOD Detection Method with Double Loss Constraint Through Optimal Transport Semantic Alignment
Hengyang Lu, Xin Guo, Shuai Feng et al.
Region-Point Joint Representation for Effective Trajectory Similarity Learning
Hao Long, Silin Zhou, Lisi Chen et al.