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• Robustification of Online Graph Exploration Methods

  Franziska Eberle, Alexander Lindermayr, Nicole Megow, Lukas Nölke, Jens Schlöter

  9732-9740

  2022-06-28

• Solving Disjunctive Temporal Networks with Uncertainty under Restricted Time-Based Controllability Using Tree Search and Graph Neural Networks

  Kevin Osanlou, Jeremy Frank, Andrei Bursuc, Tristan Cazenave, Eric Jacopin, Christophe Guettier, J. Benton

  9877-9885

  2022-06-28

• Enhancing Column Generation by a Machine-Learning-Based Pricing Heuristic for Graph Coloring

  Yunzhuang Shen, Yuan Sun, Xiaodong Li, Andrew Eberhard, Andreas Ernst

  9926-9934

  2022-06-28

• LeSICiN: A Heterogeneous Graph-Based Approach for Automatic Legal Statute Identification from Indian Legal Documents

  Shounak Paul, Pawan Goyal, Saptarshi Ghosh

  11139-11146

  2022-06-28

• HEAL: A Knowledge Graph for Distress Management Conversations

  Anuradha Welivita, Pearl Pu

  11459-11467

  2022-06-28

• Magnitude-Modulated Equivariant Adapter for Parameter-Efficient Fine-Tuning of Equivariant Graph Neural Networks

  Dian Jin, Yancheng Yuan, Xiaoming Tao

  498-506

  2026-03-14

• Knowledge Graph Grounded Goal Planning for Open-Domain Conversation Generation

  Jun Xu, Haifeng Wang, Zhengyu Niu, Hua Wu, Wanxiang Che

  9338-9345

  2020-04-03

• ParamE: Regarding Neural Network Parameters as Relation Embeddings for Knowledge Graph Completion

  Feihu Che, Dawei Zhang, Jianhua Tao, Mingyue Niu, Bocheng Zhao

  2774-2781

  2020-04-03

• Scalable Theory-Driven Regularization of Scene Graph Generation Models

  Davide Buffelli, Efthymia Tsamoura

  6850-6859

  2023-06-26

• Echoless Label-Based Pre-computation for Memory-Efficient Heterogeneous Graph Learning

  Jun Hu, Shangheng Chen, Yufei He, Yuan Li, Bryan Hooi, Bingsheng He

  14865-14873

  2026-03-14

• Towards Robust Text-Attributed Federated Graph Learning: Multimodal Threats and Defense

  Zitong Shi, Guancheng Wan, Wenke Huang, Yuxin Wu, Quan Zhang, Mang Ye

  25383-25391

  2026-03-14

• Graphix-T5: Mixing Pre-trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing

  Jinyang Li, Binyuan Hui, Reynold Cheng, Bowen Qin, Chenhao Ma, Nan Huo, Fei Huang, Wenyu Du, Luo Si, Yongbin Li

  13076-13084

  2023-06-26

• Debate on Graph: A Flexible and Reliable Reasoning Framework for Large Language Models

  Jie Ma, Zhitao Gao, Qi Chai, Wangchun Sun, Pinghui Wang, Hongbin Pei, Jing Tao, Lingyun Song, Jun Liu, Chen Zhang, Lizhen Cui

  24768-24776

  2025-04-11

• Graph of Verification: Structured Verification of LLM Reasoning with Directed Acyclic Graphs

  Jiwei Fang, Bin Zhang, Changwei Wang, Jin Wan, Zhiwei Xu

  30665-30672

  2026-03-14

• Explaining Temporal Graph Neural Network via Quantum-Inspired Evolutionary Algorithm

  Masahiro Mitani, Yuya Sasaki

  24396-24404

  2026-03-14

• Clearing Kidney Exchanges via Graph Neural Network Guided Tree Search (Student Abstract)

  Zeyu Zhao, John P. Dickerson

  13989-13990

  2020-04-03

• C-GNN-PRUNE: A Unified Graph-Based Framework for Structure-Aware Pruning of Mixture-of-Experts Models

  Lin Li, Yan Wang, Zhuopeng Wang

  22976-22984

  2026-03-14

• Coordinated Reasoning for Cross-Lingual Knowledge Graph Alignment

  Kun Xu, Linfeng Song, Yansong Feng, Yan Song, Dong Yu

  9354-9361

  2020-04-03

• Approximating Problems in Abstract Argumentation with Graph Convolutional Networks (Abstract Reprint)

  Lars Malmqvist, Tangming Yuan, Peter Nightingale

  39881-39881

  2026-03-14

• Parameterization of (Partial) Maximum Satisfiability above Matching in a Variable-Clause Graph

  Vasily Alferov, Ivan Bliznets, Kirill Brilliantov

  7918-7925

  2024-03-24

• Minimum Intervention Cover of a Causal Graph

  Saravanan Kandasamy, Arnab Bhattacharyya, Vasant G. Honavar

  2876-2885

  2019-07-17

• COMBHelper: A Neural Approach to Reduce Search Space for Graph Combinatorial Problems

  Hao Tian, Sourav Medya, Wei Ye

  20812-20820

  2024-03-24

• Chemically Interpretable Graph Interaction Network for Prediction of Pharmacokinetic Properties of Drug-Like Molecules

  Yashaswi Pathak, Siddhartha Laghuvarapu, Sarvesh Mehta, U. Deva Priyakumar

  873-880

  2020-04-03

• Knowledge-Graph Augmented Word Representations for Named Entity Recognition

  Qizhen He, Liang Wu, Yida Yin, Heming Cai

  7919-7926

  2020-04-03

• Towards Adversarially Robust Knowledge Graph Embeddings

  Peru Bhardwaj

  13712-13713

  2020-04-03