PPaperPicks

Diego Klabjan

Northwestern University, Illinois, USA

16 papers at tracked venues · 7 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-4213-9281 ↗Homepage ↗

Venues

NeurIPS ×4EMNLP ×3AISTATS ×2ICML ×2AAAI ×1EACL ×1GECCO ×1ICDM ×1UAI ×1

Frequent coauthors

Taejong Joo
×3
Yufeng Zou
×2
Jean Utke
×2
Han Liu
×2
Shuyang Wang
×2
Hanqing Li
×2
Siqiao Mu
×2
Tom Overman
×2
Anh Nguyen
×1
Ziwei Su
×1
Zijian Wang
×1
Mengfan Xu
×1

Papers

  1. FedGA-Tree: Federated Decision Tree using Genetic Algorithm
    GECCO 2026 ·
    Anh Nguyen
    , Diego Klabjan
  2. PromptFE: Automated Feature Engineering by Prompting
    EACL 2026 ·
    Yufeng Zou
    ,
    Jean Utke
    , Diego Klabjan,
    Han Liu
  3. A Mirror Descent Perspective of Smoothed Sign Descent
    UAI 2025 ·
    Shuyang Wang
    , Diego Klabjan
  4. Differentiable Calibration of Inexact Stochastic Simulation Models via Kernel Score Minimization
    AISTATS 2025 ·
    Ziwei Su
    , Diego Klabjan
  5. Investigating Hallucinations of Time Series Foundation Models through Signal Subspace Analysis
    NeurIPS 2025 ·
    Yufeng Zou
    ,
    Zijian Wang
    , Diego Klabjan,
    Han Liu
  6. Multi-agent Multi-armed Bandit Regret Complexity and Optimality
    AISTATS 2025 ·
    Mengfan Xu
    , Diego Klabjan
  7. Reverse Prompt Engineering: A Zero-Shot, Genetic Algorithm Approach to Language Model Inversion
    EMNLP 2025 ·
    Hanqing Li
    , Diego Klabjan
  8. Rewind-to-Delete: Certified Machine Unlearning for Nonconvex Functions
    NeurIPS 2025 ·
    Siqiao Mu
    , Diego Klabjan
  9. SOPL: A Sequential Optimal Learning Approach to Automated Prompt Engineering in Large Language Models
    EMNLP 2025 ·
    Shuyang Wang
    ,
    Somayeh Moazeni
    , Diego Klabjan
  10. Technical Debt in In-Context Learning: Diminishing Efficiency in Long Context
    NeurIPS 2025 ·
    Taejong Joo
    , Diego Klabjan
  11. Zero-shot Graph Reasoning via Retrieval Augmented Framework with LLMs
    EMNLP 2025 ·
    Hanqing Li
    ,
    Sharika Mahadevan
    ,
    Kiran Sheena Jyothi
    ,
    Henry Liang
    , Diego Klabjan
  12. A Primal-Dual Algorithm for Hybrid Federated Learning
    AAAI 2024 ·
    Tom Overman
    ,
    Garrett Blum
    , Diego Klabjan
  13. IIFE: Interaction Information Based Automated Feature Engineering
    ICDM 2024 ·
    Tom Overman
    , Diego Klabjan,
    Jean Utke
  14. IW-GAE: Importance weighted group accuracy estimation for improved calibration and model selection in unsupervised domain adaptation
    ICML 2024 ·
    Taejong Joo
    , Diego Klabjan
  15. Improving self-training under distribution shifts via anchored confidence with theoretical guarantees
    NeurIPS 2024 ·
    Taejong Joo
    , Diego Klabjan
  16. On the Second-Order Convergence of Biased Policy Gradient Algorithms
    ICML 2024 ·
    Siqiao Mu
    , Diego Klabjan