PPaperPicks

Ali Payani

30 papers at tracked venues · 21 at CORE A* · active 2024–2026

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Venues

ACL ×7EMNLP ×5AAAI ×4ICLR ×3ICML ×2NeurIPS ×2AISTATS ×1CIKM ×1ICCV ×1IJCAI ×1NAACL ×1SIGMOD ×1VLDB ×1

Frequent coauthors

Siheng Xiong
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Yuan Yang
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Baixiang Huang
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Venkatesh Mishra
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Bin Lei
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Renzhi Wu
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Yueqing Liang
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Amir Saeidi
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Aditya T. Vadlamani
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Yifei Li
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Dang Nguyen
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Haiyan Zhao
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Papers

  1. Benchmarking LLMs for Political Science: A United Nations Perspective
    AAAI 2026 ·
    Yueqing Liang
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  2. FAMA: Failure-Aware Meta-Agentic Framework for Open-Source LLMs in Interactive Tool Use Environments
    ACL 2026 ·
    Amir Saeidi
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  3. Model Editing as a Double-Edged Sword: Steering Agent Behavior Toward Beneficence or Harm
    AAAI 2026 ·
    Baixiang Huang
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  4. A Generic Framework for Conformal Fairness
    ICLR 2025 ·
    Aditya T. Vadlamani
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  5. AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists
    EMNLP 2025 ·
    Yifei Li
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  6. Beyond Semantic Entropy: Boosting LLM Uncertainty Quantification with Pairwise Semantic Similarity
    ACL 2025 ·
    Dang Nguyen
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  7. Beyond Single Concept Vector: Modeling Concept Subspace in LLMs with Gaussian Distribution
    ICLR 2025 ·
    Haiyan Zhao
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  8. Can Knowledge Editing Really Correct Hallucinations?
    ICLR 2025 ·
    Baixiang Huang
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  9. Deliberate Reasoning in Language Models as Structure-Aware Planning with an Accurate World Model
    ACL 2025 ·
    Siheng Xiong
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  10. Effective Training Data Synthesis for Improving MLLM Chart Understanding
    ICCV 2025 ·
    Yuwei Yang
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  11. How Can Input Reformulation Improve Tool Usage Accuracy in a Complex Dynamic Environment? A Study on tau-bench
    EMNLP 2025 ·
    Venkatesh Mishra
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  12. InfantAgent-Next: A Multimodal Generalist Agent for Automated Computer Interaction
    NeurIPS 2025 ·
    Bin Lei
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  13. Investigating the Shortcomings of LLMs in Step-by-Step Legal Reasoning
    NAACL 2025 ·
    Venkatesh Mishra
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  14. Language Ranker: A Metric for Quantifying LLM Performance Across High and Low-Resource Languages
    AAAI 2025 ·
    Zihao Li
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  15. Large Vision-Language Model Alignment and Misalignment: A Survey Through the Lens of Explainability
    EMNLP 2025 ·
    Dong Shu
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  16. MDBench: A Synthetic Multi-Document Reasoning Benchmark Generated with Knowledge Guidance
    ACL 2025 ·
    Joseph J. Peper
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  17. SAE-SSV: Supervised Steering in Sparse Representation Spaces for Reliable Control of Language Models
    EMNLP 2025 ·
    Zirui He
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  18. A Federated Stochastic Multi-level Compositional Minimax Algorithm for Deep AUC Maximization
    ICML 2024 ·
    Xinwen Zhang
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  19. Can LLMs Reason in the Wild with Programs?
    EMNLP 2024 ·
    Yuan Yang
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  20. Data-Efficient Contrastive Language-Image Pretraining: Prioritizing Data Quality over Quantity
    AISTATS 2024 ·
    Siddharth Joshi
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  21. Few-shot Adaptation to Distribution Shifts By Mixing Source and Target Embeddings
    ICML 2024 ·
    Yihao Xue
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  22. Harnessing the Power of Large Language Models for Natural Language to First-Order Logic Translation
    ACL 2024 ·
    Yuan Yang
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  23. Large Language Models Can Learn Temporal Reasoning
    ACL 2024 ·
    Siheng Xiong
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  24. MACM: Utilizing a Multi-Agent System for Condition Mining in Solving Complex Mathematical Problems
    NeurIPS 2024 ·
    Bin Lei
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  25. Neural Additive Tensor Decomposition for Sparse Tensors
    CIKM 2024 ·
    Dawon Ahn
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  26. SketchQL Demonstration: Zero-shot Video Moment Querying with Sketches
    VLDB 2024 ·
    Renzhi Wu
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  27. SketchQL: Video Moment Querying with a Visual Query Interface
    SIGMOD 2024 ·
    Renzhi Wu
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  28. TEILP: Time Prediction over Knowledge Graphs via Logical Reasoning
    AAAI 2024 ·
    Siheng Xiong
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  29. Temporal Inductive Logic Reasoning over Hypergraphs
    IJCAI 2024 ·
    Yuan Yang
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  30. When is Tree Search Useful for LLM Planning? It Depends on the Discriminator
    ACL 2024 ·
    Ziru Chen
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