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Author

Feng Xia

Observed name: Xia, Feng
ORCID: 0000-0002-8324-1859
Observed ORCID: 0000-0002-8324-1859
OpenAlex ID: A5151893685
Graph2text or Graph2token: A Perspective of Large Language Models for Graph Learning
2025 · Shuo Yu, Yingbo Wang, et al. · ACM Transactions on Information Systems · 8
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Utility-Preserving Federated Graph Learning With Dual-Perspective Fairness
2026 · Renqiang Luo, Huafei Huang, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 4
Learning on Multimodal Graphs
2026 · Ciyuan Peng, Estrid He, et al. · IEEE Intelligent Systems · 3
Debiasing Large Language Models via Adaptive Causal Prompting with Sketch-of-Thought
2026 · Bowen Li, Ziqi Xu, et al. · Findings of the Association for Computational Linguistics: EACL · 3
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Why Are LLMs Confidently Wrong? Correcting Overconfident Errors via Causal Head Intervention
2026 · Ren, Jing, Li, Bowen, et al. · arXiv (Cornell University)
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Learn Before You Judge: Progressive Knowledge-to-Decision Alignment for Explainable Hateful Meme Detection
2026 · Xu, Bo, Wang, Chenyuan, et al. · arXiv (Cornell University)
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BrainCGT: A Brain Graph Transformer for Modeling Causal Connectivity in Neurological Disorder Diagnosis
2026 · Ahsan Shehzad, Dongyu Zhang, et al. · International Joint Conference on Artificial Intelligence
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MedVCoT: Bridging the Modality Gap in Medical VQA Through Latent Visual Reasoning
2026 · Bo Xu, Quanhao Zhu, et al. · International Joint Conference on Artificial Intelligence
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Test-Time Adaptation for Graph Learning: A Systematic Survey
2026 · Jiayi Chen, Xin Zheng, et al. · International Joint Conference on Artificial Intelligence
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Dual-Diffusion Service Recommendation with External Knowledge Graphs
2026 · Junxiang Zhang, Yanting Li, et al. · IEEE International Conference on Web Services (ICWS)
Guest Editorial: Special Issue on Emotion AI and Sentiment Analysis in Social Systems
2026 · Gwanggil Jeon, Xiaochun Cheng, et al. · IEEE Transactions on Computational Social Systems
CALM: Causal Abstraction Learning for Multi-Modal Grounded Planning
2026 · Li, Xinshu, Yang, Shiyi, et al. · Zenodo (CERN European Organization for Nuclear Research)
TERGAD: Structure-Aware Text-Enhanced Representations for Graph Anomaly Detection
2026 · Shi, Wen, Wang, Zhe, et al. · arXiv (Cornell University)
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ST-TGExplainer: Disentangling Stability and Transition Patterns for Temporal GNN Interpretability
2026 · Chen, Hongjiang, Zheng, Xin, et al. · arXiv (Cornell University)
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Stable Multimodal Graph Unlearning via Feature-Dimension Aware Quantile Selection
2026 · Zhou, Jingjing, Yang, Yongshuai, et al. · arXiv (Cornell University)
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R$\mathbf{^{2}}$GCN: Rich Relational Knowledge Graph Representation Learning
2026 · Shuo Yu, Yingbo Wang, et al. · IEEE Transactions on Big Data
Please refuse to answer me! Mitigating Over-Refusal in Large Language Models via Adaptive Contrastive Decoding
2026 · Qi, Yupeng, Lyu, Ziyu, et al. · arXiv (Cornell University)
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Debiasing Large Language Models via Adaptive Causal Prompting with Sketch-of-Thought
2026 · Li, Bowen, Xu, Ziqi, et al. · arXiv (Cornell University)
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XEvalAD: An Explainable Evaluation Framework for Anomaly Detection via Item Response Theory
2026 · Saba Fathi Rabooki, Ziqi Xu, et al. · Lecture notes in computer science
Interplay: Training Independent Simulators for Reference-Free Conversational Recommendation
2026 · Jerome Ramos, Feng Xia, et al. · Lecture notes in computer science
Spider-Brain: Spike-inspired Graph Learning of Asynchronous and Hierarchical Brain Dynamics
2026 · Mujie Liu, Fangyuan Lu, et al. · IEEE Transactions on Cognitive and Developmental Systems
Please refuse to answer me! Mitigating Over-Refusal in Large Language Models via Adaptive Contrastive Decoding
2026 · Yupeng Qi, Ziyu Lyu, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
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Twin Worlds: Equivariance-Based Abstention for Evidence-Grounded Reasoning
2026 · Vy Nguyen, Ziqi Xu, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP)
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Works count: 23
Citation count: 18
H-index: 3
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