PPaperPicks

Christos Faloutsos

Carnegie Mellon University, Pittsburgh, USA

26 papers at tracked venues · 21 at CORE A* · active 2024–2025

DBLP profile ↗ORCID 0000-0003-2996-9790 ↗Google Scholar ↗Homepage ↗

Venues

ICLR ×4ICDE ×3VLDB ×3EMNLP ×2ICML ×2NeurIPS ×2SIGKDD ×2WWW ×2AAAI ×1ACL ×1CIKM ×1NAACL ×1SDM ×1SIGIR ×1

Frequent coauthors

Huzefa Rangwala
×9
Xiao Qin
×8
Chuan Lei
×7
George Karypis
×7
Jiani Zhang
×6
Vassilis N. Ioannidis
×6
Soji Adeshina
×4
Xiang Song
×4
Yuyang Wang
×3
Asterios Katsifodimos
×3
Qi Zhu
×3
Minjie Wang
×3

Papers

  1. CurvGAD: Leveraging Curvature for Enhanced Graph Anomaly Detection
    ICML 2025 ·
    Karish Grover
    ,
    Geoffrey J. Gordon
    , Christos Faloutsos
  2. Enhancing Foundation Models for Time Series Forecasting via Wavelet-based Tokenization
    ICML 2025 ·
    Luca Masserano
    ,
    Abdul Fatir Ansari
    ,
    Boran Han
    ,
    Xiyuan Zhang
    , Christos Faloutsos,
    Michael W. Mahoney
    ,
    Andrew Gordon Wilson
    ,
    Youngsuk Park
    ,
    Syama Sundar Rangapuram
    ,
    Danielle C. Maddix
    ,
    Bernie Wang
  3. Featpilot: Automatic Feature Augmentation on Tabular Data
    ICDE 2025 ·
    Jiaming Liang
    ,
    Chuan Lei
    ,
    Xiao Qin
    ,
    Jiani Zhang
    ,
    Asterios Katsifodimos
    , Christos Faloutsos,
    Huzefa Rangwala
  4. HybGRAG: Hybrid Retrieval-Augmented Generation on Textual and Relational Knowledge Bases
    ACL 2025 ·
    Meng-Chieh Lee
    ,
    Qi Zhu
    ,
    Costas Mavromatis
    ,
    Zhen Han
    ,
    Soji Adeshina
    ,
    Vassilis N. Ioannidis
    ,
    Huzefa Rangwala
    , Christos Faloutsos
  5. Kronecker Generative Models for Power-Law Patterns in Real-World Hypergraphs
    WWW 2025 ·
    Minyoung Choe
    ,
    Jihoon Ko
    ,
    Taehyung Kwon
    ,
    Kijung Shin
    , Christos Faloutsos
  6. Mitra: Mixed Synthetic Priors for Enhancing Tabular Foundation Models
    NeurIPS 2025 ·
    Xiyuan Zhang
    ,
    Danielle Maddix Robinson
    ,
    Junming Yin
    ,
    Nick Erickson
    ,
    Abdul Fatir Ansari
    ,
    Boran Han
    ,
    Shuai Zhang
    ,
    Leman Akoglu
    , Christos Faloutsos,
    Michael W. Mahoney
    ,
    Tony Hu
    ,
    Huzefa Rangwala
    ,
    George Karypis
    ,
    Yuyang Wang
  7. OmniMatch: Joinability Discovery in Data Products
    VLDB 2025 ·
    Christos Koutras
    ,
    Jiani Zhang
    ,
    Xiao Qin
    ,
    Chuan Lei
    ,
    Vassilis N. Ioannidis
    , Christos Faloutsos,
    George Karypis
    ,
    Asterios Katsifodimos
  8. PolyJoin: Semantic Multi-key Joinable Table Search in Data Lakes
    NAACL 2025 ·
    Xuming Hu
    ,
    Chuan Lei
    ,
    Xiao Qin
    ,
    Asterios Katsifodimos
    , Christos Faloutsos,
    Huzefa Rangwala
  9. Spectro-Riemannian Graph Neural Networks
    ICLR 2025 ·
    Karish Grover
    ,
    Haiyang Yu
    ,
    Xiang Song
    ,
    Qi Zhu
    ,
    Han Xie
    ,
    Vassilis N. Ioannidis
    , Christos Faloutsos
  10. 4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on RDBs
    NeurIPS 2024 ·
    Minjie Wang
    ,
    Quan Gan
    ,
    David Wipf
    ,
    Zheng Zhang
    , Christos Faloutsos,
    Weinan Zhang
    ,
    Muhan Zhang
    ,
    Zhenkun Cai
    ,
    Jiahang Li
    ,
    Zunyao Mao
    ,
    Yakun Song
    ,
    Jianheng Tang
    ,
    Yanlin Zhang
    ,
    Guang Yang
    ,
    Chuan Lei
    ,
    Xiao Qin
    ,
    Ning Li
    ,
    Han Zhang
    ,
    Yanbo Wang
    ,
    Zizhao Zhang
  11. 4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on RDBs
    VLDB 2024 ·
    Minjie Wang
    ,
    Quan Gan
    ,
    David Wipf
    ,
    Zhenkun Cai
    ,
    Ning Li
    ,
    Jianheng Tang
    ,
    Yanlin Zhang
    ,
    Zizhao Zhang
    ,
    Zunyao Mao
    ,
    Yakun Song
    ,
    Yanbo Wang
    ,
    Jiahang Li
    ,
    Han Zhang
    ,
    Guang Yang
    ,
    Xiao Qin
    ,
    Chuan Lei
    ,
    Muhan Zhang
    ,
    Weinan Zhang
    , Christos Faloutsos,
    Zheng Zhang
  12. A Flexible Forecasting Stack
    VLDB 2024 ·
    Tim Januschowski
    ,
    Yuyang Wang
    ,
    Jan Gasthaus
    ,
    Syama Sundar Rangapuram
    ,
    Caner Türkmen
    ,
    Jasper Zschiegner
    ,
    Lorenzo Stella
    ,
    Michael Bohlke-Schneider
    ,
    Danielle C. Maddix
    ,
    Konstantinos Benidis
    ,
    Alexander Alexandrov
    , Christos Faloutsos,
    Sebastian Schelter
  13. CoverICL: Selective Annotation for In-Context Learning via Active Graph Coverage
    EMNLP 2024 ·
    Costas Mavromatis
    ,
    Balasubramaniam Srinivasan
    ,
    Zhengyuan Shen
    ,
    Jiani Zhang
    ,
    Huzefa Rangwala
    , Christos Faloutsos,
    George Karypis
  14. DATALORE: Can a Large Language Model Find All Lost Scrolls in a Data Repository?
    ICDE 2024 ·
    Yuze Lou
    ,
    Chuan Lei
    ,
    Xiao Qin
    ,
    Zichen Wang
    , Christos Faloutsos,
    Rishita Anubhai
    ,
    Huzefa Rangwala
  15. EBV: Electronic Bee-Veterinarian for Principled Mining and Forecasting of Honeybee Time Series
    SDM 2024 ·
    Shamima Hossain
    , Christos Faloutsos,
    Boris Baer
    ,
    Hyoseung Kim
    ,
    Vassilis J. Tsotras
  16. Graph Machine Learning Meets Multi-Table Relational Data
    SIGKDD 2024 ·
    Quan Gan
    ,
    Minjie Wang
    ,
    David Wipf
    , Christos Faloutsos
  17. GraphStorm: All-in-one Graph Machine Learning Framework for Industry Applications
    SIGKDD 2024 ·
    Da Zheng
    ,
    Xiang Song
    ,
    Qi Zhu
    ,
    Jian Zhang
    ,
    Theodore Vasiloudis
    ,
    Runjie Ma
    ,
    Houyu Zhang
    ,
    Zichen Wang
    ,
    Soji Adeshina
    ,
    Israt Nisa
    ,
    Alejandro Mottini
    ,
    Qingjun Cui
    ,
    Huzefa Rangwala
    ,
    Belinda Zeng
    , Christos Faloutsos,
    George Karypis
  18. Mccatch: Scalable Microcluster Detection in Dimensional and Nondimensional Datasets
    ICDE 2024 ·
    Braulio Valentin Sanchez Vinces
    ,
    Robson L. F. Cordeiro
    , Christos Faloutsos
  19. Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space
    ICLR 2024 ·
    Hengrui Zhang
    ,
    Jiani Zhang
    ,
    Zhengyuan Shen
    ,
    Balasubramaniam Srinivasan
    ,
    Xiao Qin
    , Christos Faloutsos,
    Huzefa Rangwala
    ,
    George Karypis
  20. NETEVOLVE: Social Network Forecasting using Multi-Agent Reinforcement Learning with Interpretable Features
    WWW 2024 ·
    Kentaro Miyake
    ,
    Hiroyoshi Ito
    , Christos Faloutsos,
    Hirotomo Matsumoto
    ,
    Atsuyuki Morishima
  21. NetInfoF Framework: Measuring and Exploiting Network Usable Information
    ICLR 2024 ·
    Meng-Chieh Lee
    ,
    Haiyang Yu
    ,
    Jian Zhang
    ,
    Vassilis N. Ioannidis
    ,
    Xiang Song
    ,
    Soji Adeshina
    ,
    Da Zheng
    , Christos Faloutsos
  22. OpenTab: Advancing Large Language Models as Open-domain Table Reasoners
    ICLR 2024 ·
    Kezhi Kong
    ,
    Jiani Zhang
    ,
    Zhengyuan Shen
    ,
    Balasubramaniam Srinivasan
    ,
    Chuan Lei
    , Christos Faloutsos,
    Huzefa Rangwala
    ,
    George Karypis
  23. Revisit Orthogonality in Graph-Regularized MLPs
    CIKM 2024 ·
    Hengrui Zhang
    ,
    Shen Wang
    ,
    Vassilis N. Ioannidis
    ,
    Soji Adeshina
    ,
    Jiani Zhang
    ,
    Xiao Qin
    , Christos Faloutsos,
    Da Zheng
    ,
    George Karypis
    ,
    Philip S. Yu
  24. SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM
    EMNLP 2024 ·
    Jielin Qiu
    ,
    Andrea Madotto
    ,
    Zhaojiang Lin
    ,
    Paul A. Crook
    ,
    Yifan Ethan Xu
    ,
    Babak Damavandi
    ,
    Xin Dong
    , Christos Faloutsos,
    Lei Li
    ,
    Seungwhan Moon
  25. T-NET: Weakly Supervised Graph Learning for Combatting Human Trafficking
    AAAI 2024 ·
    Pratheeksha Nair
    ,
    Javin Liu
    ,
    Catalina Vajiac
    ,
    Andreas M. Olligschlaeger
    ,
    Duen Horng Chau
    ,
    Mirela T. Cazzolato
    ,
    Cara Jones
    , Christos Faloutsos,
    Reihaneh Rabbany
  26. TouchUp-G: Improving Feature Representation through Graph-Centric Finetuning
    SIGIR 2024 ·
    Jing Zhu
    ,
    Xiang Song
    ,
    Vassilis N. Ioannidis
    ,
    Danai Koutra
    , Christos Faloutsos