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Ziqiao Meng

MAGNN: Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding
2020 · Xinyu Fu, Jiani Zhang, et al. · International World Wide Web Conference (WWW) · 1,050
Modeling Scale-free Graphs with Hyperbolic Geometry for Knowledge-aware Recommendation
2022 · Yankai Chen, Menglin Yang, et al. · ACM International Conference on Web Search and Data Mining (WSDM) · 86
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Recent Advances in Speech Language Models: A Survey
2025 · Wenqian Cui, Dianzhi Yu, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 38
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FeatureNorm: L2 Feature Normalization for Dynamic Graph Embedding
2020 · Menglin Yang, Ziqiao Meng, et al. · Proceedings · 28
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Graph-adaptive Rectified Linear Unit for Graph Neural Networks
2022 · Yifei Zhang, Hao Zhu, et al. · International World Wide Web Conference (WWW) · 25
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Semi-supervised Multi-label Learning for Graph-structured Data
2021 · Zixing Song, Ziqiao Meng, et al. · ACM International Conference on Information and Knowledge Management (CIKM) · 23
Meta-Learning with Motif-based Task Augmentation for Few-Shot Molecular Property Prediction
2023 · Ziqiao Meng, Yaoman Li, et al. · Society for Industrial and Applied Mathematics eBooks · 18
Geometric View of Soft Decorrelation in Self-Supervised Learning
2024 · Yifei Zhang, Hao Zhu, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 16
A Unified View of Deep Learning for Reaction and Retrosynthesis Prediction: Current Status and Future Challenges
2023 · Ziqiao Meng, Peilin Zhao, et al. · International Joint Conference on Artificial Intelligence · 9
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Doubly Stochastic Graph-based Non-autoregressive Reaction Prediction
2023 · Ziqiao Meng, Peilin Zhao, et al. · International Joint Conference on Artificial Intelligence · 7
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Recent Advances in Speech Language Models: A Survey
2024 · Cui, Wenqian, Yu, Dianzhi, et al. · arXiv (Cornell University) · 5
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VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models
2025 · Wenqian Cui, Xiaoqi Jiao, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 3
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A Unified View of Deep Learning for Reaction and Retrosynthesis Prediction: Current Status and Future Challenges
2023 · Meng, Ziqiao, Zhao, Peilin, et al. · arXiv (Cornell University) · 3
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Continual Optimization with Symmetry Teleportation for Multi-Task Learning
2025 · Zhipeng Zhou, Ziqiao Meng, et al. · neural information processing systems · 1
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Exploring Tradeoffs through Mode Connectivity for Multi-Task Learning
2025 · Zhipeng Zhou, Ziqiao Meng, et al. · neural information processing systems · 1
CrossSpectra: Exploiting Cross-Layer Smoothness for Parameter-Efficient Fine-Tuning
2025 · Yifei Zhang, Hao Zhu, et al. · neural information processing systems · 1
Doubly Stochastic Graph-based Non-autoregressive Reaction Prediction
2023 · Meng, Ziqiao, Zhao, Peilin, et al. · arXiv (Cornell University) · 1
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Modeling Scale-free Graphs for Knowledge-aware Recommendation.
2021 · Yankai Chen, Meng‐Lin Yang, et al. · arXiv (Cornell University) · 1
CrystalAR: Autoregressive Modeling for Symmetric Crystal Generation
2026 · Meng, Ziqiao, Chen, Rongsheng, et al. · arXiv (Cornell University)
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STAMP as a topology-aware molecular language for fragment-level learning and editing
2026 · Ren, Yuxuan, Li, Jiatong, et al. · arXiv (Cornell University)
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How Fiscal–Financial Coordination Promotes Corporate Green Innovation: Evidence from the Green Interest Subsidy Policy
2026 · Xinpei Wang, Baoting Cheng, et al. · Research Square
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Energy-Guided Generative Modeling for Low-Energy Molecular Structure Discovery
2026 · Yatao Bian, Guikun Xu, et al. · Research Square
One Token per Multimodal Evidence: Latent Memory for Resource-Constrained QA
2026 · Zheng, Zhi, Meng, Ziqiao, et al. · arXiv (Cornell University)
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Learning the Interaction Prior for Protein-Protein Interaction Prediction: A Model-Agnostic Approach
2026 · Gao, Ziqi, Zi, Chenyi, et al. · arXiv (Cornell University)
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PointNSP: Autoregressive 3D Point Cloud Generation with Next-Scale Level-of-Detail Prediction
2025 · Meng, Ziqiao, Wang, Qichao, et al. · arXiv (Cornell University)
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Works count: 31
Citation count: 1,316
H-index: 9
I10-index: 8
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