PPaperPicks

Rex Ying

Stanford University, Department of Computer Science, CA, USA

38 papers at tracked venues · 31 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗Google Scholar ↗Homepage ↗

Venues

ICML ×8NeurIPS ×8SIGKDD ×7EMNLP ×4WWW ×3ACL ×2AAAI ×1AISTATS ×1CIKM ×1ICLR ×1SIGMOD ×1WSDM ×1

Frequent coauthors

Jialin Chen
DBLP profile ↗ORCID search ↗
×4
Jiasheng Zhang
DBLP profile ↗ORCID search ↗
×4
Neil He
DBLP profile ↗ORCID search ↗
×3
Menglin Yang
DBLP profile ↗ORCID search ↗
×3
Ngoc Bui
DBLP profile ↗ORCID search ↗
×3
Aosong Feng
DBLP profile ↗ORCID search ↗
×2
Weikang Qiu
DBLP profile ↗ORCID search ↗
×2
Tinglin Huang
DBLP profile ↗ORCID search ↗
×2
Simeng Han
DBLP profile ↗ORCID search ↗
×2
Justice Ou
DBLP profile ↗ORCID search ↗
×1
Andreas Varvarigos
DBLP profile ↗ORCID search ↗
×1
Chengkai Liu
DBLP profile ↗ORCID search ↗
×1

Papers

  1. Experience Retrieval-Augmentation with Electronic Health Records Enables Accurate Discharge QA
    ACL 2026 ·
    Justice Ou
    DBLP profile ↗ORCID search ↗
  2. LitBench: A Graph-Centric Large Language Model Benchmarking Tool For Literature Tasks
    SIGKDD 2026 ·
    Andreas Varvarigos
    DBLP profile ↗ORCID search ↗
  3. Towards A Universal Graph Structural Encoder
    WWW 2026 ·
    Jialin Chen
    DBLP profile ↗ORCID search ↗
  4. An Item Is Worth a Prompt: Versatile Image Editing with Disentangled Control
    AAAI 2025 ·
    Aosong Feng
    DBLP profile ↗ORCID search ↗
  5. Flow Matching for Collaborative Filtering
    SIGKDD 2025 ·
    Chengkai Liu
    DBLP profile ↗ORCID search ↗
  6. GRIL: Knowledge Graph Retrieval-Integrated Learning with Large Language Models
    EMNLP 2025 ·
    Jialin Chen
    DBLP profile ↗ORCID search ↗
  7. HELM: Hyperbolic Large Language Models via Mixture-of-Curvature Experts
    NeurIPS 2025 ·
    Neil He
    DBLP profile ↗ORCID search ↗
  8. HiPoNet: A Multi-View Simplicial Complex Network for High Dimensional Point-Cloud and Single-Cell data
    NeurIPS 2025 ·
    Siddharth Viswanath
    DBLP profile ↗ORCID search ↗
  9. Hyperbolic Deep Learning for Foundation Models: A Survey
    SIGKDD 2025 ·
    Neil He
    DBLP profile ↗ORCID search ↗
  10. Hyperbolic Fine-Tuning for Large Language Models
    NeurIPS 2025 ·
    Menglin Yang
    DBLP profile ↗ORCID search ↗
  11. Learning Along the Arrow of Time: Hyperbolic Geometry for Backward-Compatible Representation Learning
    ICML 2025 ·
    Ngoc Bui
    DBLP profile ↗ORCID search ↗
  12. LitFM: A Retrieval Augmented Structure-aware Foundation Model For Citation Graphs
    SIGKDD 2025 ·
    Jiasheng Zhang
    DBLP profile ↗ORCID search ↗
  13. Lorentzian Residual Neural Networks
    SIGKDD 2025 ·
    Neil He
    DBLP profile ↗ORCID search ↗
  14. MUSE: A Multi-slice Joint Analysis Method for Spatial Transcriptomics Experiments
    CIKM 2025 ·
    Ziheng Duan
    DBLP profile ↗ORCID search ↗
  15. MindLLM: A Subject-Agnostic and Versatile Model for fMRI-to-text Decoding
    ICML 2025 ·
    Weikang Qiu
    DBLP profile ↗ORCID search ↗
  16. Mixture-of-Personas Language Models for Population Simulation
    ACL 2025 ·
    Ngoc Bui
    DBLP profile ↗ORCID search ↗
  17. Non-Markovian Discrete Diffusion with Causal Language Models
    NeurIPS 2025 ·
    Yangtian Zhang
    DBLP profile ↗ORCID search ↗
  18. Retrieval-Augmented Language Model for Knowledge-aware Protein Encoding
    ICML 2025 ·
    Jiasheng Zhang
    DBLP profile ↗ORCID search ↗
  19. Scalable Generation of Spatial Transcriptomics from Histology Images via Whole-Slide Flow Matching
    ICML 2025 ·
    Tinglin Huang
    DBLP profile ↗ORCID search ↗
  20. TRACE: Grounding Time Series in Context for Multimodal Embedding and Retrieval
    NeurIPS 2025 ·
    Jialin Chen
    DBLP profile ↗ORCID search ↗
  21. Towards Non-Euclidean Foundation Models: Advancing AI Beyond Euclidean Frameworks
    WWW 2025 ·
    Menglin Yang
    DBLP profile ↗ORCID search ↗
  22. Understanding and Mitigating Hyperbolic Dimensional Collapse in Graph Contrastive Learning
    SIGKDD 2025 ·
    Yifei Zhang
    DBLP profile ↗ORCID search ↗
  23. BLIS-Net: Classifying and Analyzing Signals on Graphs
    AISTATS 2024 ·
    Charles Xu
    DBLP profile ↗ORCID search ↗
  24. DTGB: A Comprehensive Benchmark for Dynamic Text-Attributed Graphs
    NeurIPS 2024 ·
    Jiasheng Zhang
    DBLP profile ↗ORCID search ↗
  25. DeSCo: Towards Generalizable and Scalable Deep Subgraph Counting
    WSDM 2024 ·
    Tianyu Fu
    DBLP profile ↗ORCID search ↗
  26. Explaining Graph Neural Networks via Structure-aware Interaction Index
    ICML 2024 ·
    Ngoc Bui
    DBLP profile ↗ORCID search ↗
  27. FOLIO: Natural Language Reasoning with First-Order Logic
    EMNLP 2024 ·
    Simeng Han
    DBLP profile ↗ORCID search ↗
  28. From Similarity to Superiority: Channel Clustering for Time Series Forecasting
    NeurIPS 2024 ·
    Jialin Chen
    DBLP profile ↗ORCID search ↗
  29. Hypformer: Exploring Efficient Transformer Fully in Hyperbolic Space
    SIGKDD 2024 ·
    Menglin Yang
    DBLP profile ↗ORCID search ↗
  30. Learning High-Order Relationships of Brain Regions
    ICML 2024 ·
    Weikang Qiu
    DBLP profile ↗ORCID search ↗
  31. Long Sequence Modeling with Attention Tensorization: From Sequence to Tensor Learning
    EMNLP 2024 ·
    Aosong Feng
    DBLP profile ↗ORCID search ↗
  32. Online Detection of Anomalies in Temporal Knowledge Graphs with Interpretability
    SIGMOD 2024 ·
    Jiasheng Zhang
    DBLP profile ↗ORCID search ↗
  33. P-FOLIO: Evaluating and Improving Logical Reasoning with Abundant Human-Written Reasoning Chains
    EMNLP 2024 ·
    Simeng Han
    DBLP profile ↗ORCID search ↗
  34. Position: Relational Deep Learning - Graph Representation Learning on Relational Databases
    ICML 2024 ·
    Matthias Fey
    DBLP profile ↗ORCID search ↗
  35. Position: TrustLLM: Trustworthiness in Large Language Models
    ICML 2024 ·
    Yue Huang
    DBLP profile ↗ORCID search ↗
  36. Protein-Nucleic Acid Complex Modeling with Frame Averaging Transformer
    NeurIPS 2024 ·
    Tinglin Huang
    DBLP profile ↗ORCID search ↗
  37. Text-Attributed Graph Representation Learning: Methods, Applications, and Challenges
    WWW 2024 ·
    Delvin Ce Zhang
    DBLP profile ↗ORCID search ↗
  38. Thought Propagation: an Analogical Approach to Complex Reasoning with Large Language Models
    ICLR 2024 ·
    Junchi Yu
    DBLP profile ↗ORCID search ↗