2026 Papers | Xingtong Yuhttps://xingtongyu.netlify.app/2026-publication/2026 PapersWowchemy (https://wowchemy.com)en-ushttps://xingtongyu.netlify.app/media/icon_hu0b7a4cb9992c9ac0e91bd28ffd38dd00_9727_512x512_fill_lanczos_center_3.png2026 Papershttps://xingtongyu.netlify.app/2026-publication/ZeroGAR: Benchmarking the Adversarial Robustness of Zero-Shot Graph Modelshttps://xingtongyu.netlify.app/2026-publication/zerogar/Sun, 27 Sep 2026 00:00:00 +0000https://xingtongyu.netlify.app/2026-publication/zerogar/<!-- Bibliographic source checked 2026-10-19: https://arxiv.org/abs/2609.33314 -->From Parameters to Answers: How LLMs Retrieve and Use Their Internal Knowledgehttps://xingtongyu.netlify.app/2026-publication/from-parameters-to-answers/Thu, 10 Sep 2026 00:00:00 +0000https://xingtongyu.netlify.app/2026-publication/from-parameters-to-answers/<!-- Bibliographic source checked 2026-10-19: https://arxiv.org/abs/2609.11859 -->TradingMoE: Routing the Right Experts in Evolving Marketshttps://xingtongyu.netlify.app/2026-publication/tradingmoe/Wed, 12 Aug 2026 00:00:00 +0000https://xingtongyu.netlify.app/2026-publication/tradingmoe/<!-- Bibliographic source checked 2026-10-19: https://arxiv.org/abs/2608.11785 -->Dynamic Graph Prompting via Topology-Routed Mixed-Curvature Expertshttps://xingtongyu.netlify.app/2026-publication/dynamic-graph-prompting-mixed-curvature/Thu, 06 Aug 2026 00:00:00 +0000https://xingtongyu.netlify.app/2026-publication/dynamic-graph-prompting-mixed-curvature/<!-- Bibliographic source checked 2026-10-19: https://arxiv.org/abs/2608.06031 -->HyperClaim: Fine-Grained Cross-Modal Hypergraph Reasoning for Video Misinformation Detectionhttps://xingtongyu.netlify.app/2026-publication/hyperclaim/Thu, 30 Jul 2026 00:00:00 +0000https://xingtongyu.netlify.app/2026-publication/hyperclaim/<!-- Bibliographic source checked 2026-10-19: https://arxiv.org/abs/2607.28375 -->Clustering as Reasoning: A k-Means Interpretation of Chain-of-Thought Graph Learninghttps://xingtongyu.netlify.app/2026-publication/clustering-as-reasoning/Mon, 06 Jul 2026 00:00:00 +0000https://xingtongyu.netlify.app/2026-publication/clustering-as-reasoning/<!-- Bibliographic source checked 2026-10-19: https://proceedings.mlr.press/v306/xie26k.html -->StaR-KVQA: Structured Reasoning Traces for Implicit-Knowledge Visual Question Answeringhttps://xingtongyu.netlify.app/2026-publication/star-kvqa/Mon, 01 Jun 2026 00:00:00 +0000https://xingtongyu.netlify.app/2026-publication/star-kvqa/<!-- Bibliographic source checked 2026-10-19: https://openaccess.thecvf.com/content/CVPR2026/html/Wen_StaR-KVQA_Structured_Reasoning_Traces_for_Implicit-Knowledge_Visual_Question_Answering_CVPR_2026_paper.html -->PrimeKG-CL: A Continual Graph Learning Benchmark on Evolving Biomedical Knowledge Graphshttps://xingtongyu.netlify.app/2026-publication/primekg-cl/Mon, 11 May 2026 00:00:00 +0000https://xingtongyu.netlify.app/2026-publication/primekg-cl/<!-- Bibliographic source checked 2026-10-19: https://arxiv.org/abs/2605.10529 -->CoEvoT: Co-Evolving Chain-of-Thought Prompting for Graph-LLM Reasoninghttps://xingtongyu.netlify.app/2026-publication/coevot/Fri, 08 May 2026 00:00:00 +0000https://xingtongyu.netlify.app/2026-publication/coevot/<!-- Bibliographic source checked 2026-10-19: https://arxiv.org/abs/2607.14114 -->GraphReAct: Reasoning and Acting for Multi-step Graph Inferencehttps://xingtongyu.netlify.app/2026-publication/graphreact/Fri, 08 May 2026 00:00:00 +0000https://xingtongyu.netlify.app/2026-publication/graphreact/<!-- Bibliographic source checked 2026-10-19: https://arxiv.org/abs/2605.07357 -->Learning Multi-Relational Graph Representations for DNA Methylation-Based Biological Age Estimationhttps://xingtongyu.netlify.app/2026-publication/relage-gnn/Fri, 08 May 2026 00:00:00 +0000https://xingtongyu.netlify.app/2026-publication/relage-gnn/<!-- Bibliographic source checked 2026-10-19: https://arxiv.org/abs/2605.07175 -->UniDetect: LLM-Driven Universal Fraud Detection across Heterogeneous Blockchainshttps://xingtongyu.netlify.app/2026-publication/unidetect/Tue, 14 Apr 2026 00:00:00 +0000https://xingtongyu.netlify.app/2026-publication/unidetect/<!-- Bibliographic source checked 2026-10-19: https://arxiv.org/abs/2604.12329 -->A2GBD: Attack-Agnostic Graph Backdoor Defensehttps://xingtongyu.netlify.app/2026-publication/a2gbd/Mon, 13 Apr 2026 00:00:00 +0000https://xingtongyu.netlify.app/2026-publication/a2gbd/<!-- Bibliographic source checked 2026-10-19: https://ponderly.github.io/pub/A2GBD_WWW2026.pdf -->Evaluating Progress in Graph Foundation Models: A Comprehensive Benchmark and New Insightshttps://xingtongyu.netlify.app/2026-publication/evaluating-progress-in-graph-foundation-models/Sat, 28 Feb 2026 00:00:00 +0000https://xingtongyu.netlify.app/2026-publication/evaluating-progress-in-graph-foundation-models/<!-- Bibliographic source checked 2026-10-19: https://arxiv.org/abs/2603.10033 -->UrbanGraphEmbeddings: Learning and Evaluating Spatially Grounded Multimodal Embeddings for Urban Sciencehttps://xingtongyu.netlify.app/2026-publication/urbangraphembeddings/Mon, 09 Feb 2026 00:00:00 +0000https://xingtongyu.netlify.app/2026-publication/urbangraphembeddings/<!-- Bibliographic source checked 2026-10-19: https://xingtongyu.netlify.app/uploads/resume.pdf -->