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• Improving GNN Calibration with Discriminative Ability: Insights and Strategies

  Yujie Fang, Xin Li, Qianyu Chen, Mingzhong Wang

  11953-11960

  2024-03-24

• Cross-Regional Fraud Detection via Continual Learning (Student Abstract)

  Yujie Li, Yuxuan Yang, Qiang Gao, Xin Yang

  16260-16261

  2024-07-15

• Diagnose Like A Pathologist: Weakly-Supervised Pathologist-Tree Network for Slide-Level Immunohistochemical Scoring

  Zhen Chen, Jun Zhang, Shuanlong Che, Junzhou Huang, Xiao Han, Yixuan Yuan

  47-54

  2021-05-18

• Community-Aware Multi-Task Transportation Demand Prediction

  Hao Liu, Qiyu Wu, Fuzhen Zhuang, Xinjiang Lu, Dejing Dou, Hui Xiong

  320-327

  2021-05-18

• CARPe Posterum: A Convolutional Approach for Real-Time Pedestrian Path Prediction

  Matias Mendieta, Hamed Tabkhi

  2346-2354

  2021-05-18

• A Goal-Driven Natural Language Interface for Creating Application Integration Workflows

  Michelle Brachman, Christopher Bygrave, Tathagata Chakraborti, Arunima Chaudhary, Zhining Ding, Casey Dugan, David Gros, Thomas Gschwind, James Johnson, Jim Laredo, Christoph Miksovic, Qian Pan, Priyanshu Rai, Ramkumar Ramalingam, Paolo Scotton, Nagarjuna Surabathina, Kartik Talamadupula

  13155-13157

  2022-06-28

• Scene-Level Sketch-Based Image Retrieval with Minimal Pairwise Supervision

  Ce Ge, Jingyu Wang, Qi Qi, Haifeng Sun, Tong Xu, Jianxin Liao

  650-657

  2023-06-26

• Optimal Quasi-clique: Hardness, Equivalence with Densest-k-Subgraph, and Quasi-partitioned Community Mining

  Aritra Konar, Nicholas D. Sidiropoulos

  8608-8616

  2024-03-24

• Parameterized Algorithms for Colored Clustering

  Leon Kellerhals, Tomohiro Koana, Pascal Kunz, Rolf Niedermeier

  4400-4408

  2023-06-26

• CFGNN: Cross Flow Graph Neural Networks for Question Answering on Complex Tables

  Xuanyu Zhang

  9596-9603

  2020-04-03

• Self-Explainable Graph Transformer for Link Sign Prediction

  Lu Li, Jiale Liu, Xingyu Ji, Maojun Wang, Zeyu Zhang

  12084-12092

  2025-04-11

• Dynamic Graph Learning with Static Relations for Credit Risk Assessment

  Qi Yuan, Yang Liu, Yateng Tang, Xinhuan Chen, Xuehao Zheng, Qing He, Xiang Ao

  13133-13141

  2025-04-11

• Hypergraph Learning for Unsupervised Graph Alignment via Optimal Transport

  Yuguang Yan, Canlin Yang, Yuanlin Chen, Ruichu Cai, Michael Ng

  21913-21921

  2025-04-11

• LS-TGNN: Long and Short-Term Temporal Graph Neural Network for Session-Based Recommendation

  Zhonghong Ou, Xiao Zhang, Yifan Zhu, Shuai Lyu, Jiahao Liu, Tu Ao

  12426-12434

  2025-04-11

• WALKSAFE: Risk-aware Graph Random Walk with Bi-GRPO for LLM Safety

  Shilong Pan, Zhiliang Tian, Wanlong Yu, Zhen Huang, Qingyu Qiu, Zihan Chen, Zhonghao Sun, Minlie Huang, Dongsheng Li

  32655-32663

  2026-03-14

• View-on-Graph: Zero-Shot 3D Visual Grounding via Vision-Language Reasoning on Scene Graphs

  Yuanyuan Liu, Haiyang Mei, Dongyang Zhan, Jiayue Zhao, Dongsheng Zhou, Bo Dong, Xin Yang

  7386-7394

  2026-03-14

• Kernel-Aware Graph Prompt Learning for Few-Shot Anomaly Detection

  Fenfang Tao, Guo-Sen Xie, Fang Zhao, Xiangbo Shu

  7347-7355

  2025-04-11

• PathRAG: Pruning Graph-based Retrieval Augmented Generation with Relational Paths

  Boyu Chen, Zirui Guo, Zidan Yang, Yuluo Chen, Junze Chen, Zhenghao Liu, Chuan Shi, Cheng Yang

  30183-30191

  2026-03-14

• Robust Stochastic Graph Generator for Counterfactual Explanations

  Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo

  21518-21526

  2024-03-24

• Enhancing Scientific Papers Summarization with Citation Graph

  Chenxin An, Ming Zhong, Yiran Chen, Danqing Wang, Xipeng Qiu, Xuanjing Huang

  12498-12506

  2021-05-18

• Parallelizable Riemannian Alternating Direction Method of Multipliers for Non-convex Pose Graph Optimization

  Xin Chen, Chunfeng Cui, Deren Han, Liqun Qi

  36811-36819

  2026-03-14

• Multi-Component Graph Convolutional Collaborative Filtering

  Xiao Wang, Ruijia Wang, Chuan Shi, Guojie Song, Qingyong Li

  6267-6274

  2020-04-03

• Interpretable Chirality-Aware Graph Neural Network for Quantitative Structure Activity Relationship Modeling in Drug Discovery

  Yunchao (Lance) Liu, Yu Wang, Oanh Vu, Rocco Moretti, Bobby Bodenheimer, Jens Meiler, Tyler Derr

  14356-14364

  2023-06-26

• Heterogeneous Multi-Robot Graph Coverage with Proximity and Movement Constraints

  Dolev Mutzari, Yonatan Aumann, Sarit Kraus

  14646-14654

  2025-04-11

• Dynamic Key-Value Memory Enhanced Multi-Step Graph Reasoning for Knowledge-Based Visual Question Answering

  Mingxiao Li, Marie-Francine Moens

  10983-10992

  2022-06-28