Payani, Ali

18 publications

ICLR 2025 A Generic Framework for Conformal Fairness Aditya T. Vadlamani, Anutam Srinivasan, Pranav Maneriker, Ali Payani, Srinivasan Parthasarathy

ICLR 2025 Beyond Single Concept Vector: Modeling Concept Subspace in LLMs with Gaussian Distribution Haiyan Zhao, Heng Zhao, Bo Shen, Ali Payani, Fan Yang, Mengnan Du

ICLR 2025 Can Knowledge Editing Really Correct Hallucinations? Baixiang Huang, Canyu Chen, Xiongxiao Xu, Ali Payani, Kai Shu

TMLR 2025 Conformal Prediction: A Theoretical Note and Benchmarking Transductive Node Classification in Graphs Pranav Maneriker, Aditya T. Vadlamani, Anutam Srinivasan, Yuntian He, Ali Payani, Srinivasan Parthasarathy

ICCV 2025 Effective Training Data Synthesis for Improving MLLM Chart Understanding Yuwei Yang, Zeyu Zhang, Yunzhong Hou, Zhuowan Li, Gaowen Liu, Ali Payani, Yuan-Sen Ting, Liang Zheng

NeurIPS 2025 InfantAgent-Next: A Multimodal Generalist Agent for Automated Computer Interaction Bin Lei, Weitai Kang, Zijian Zhang, Winson Chen, Xi Xie, Shan Zuo, Mimi Xie, Ali Payani, Mingyi Hong, Yan Yan, Caiwen Ding

AAAI 2025 Language Ranker: A Metric for Quantifying LLM Performance Across High and Low-Resource Languages Zihao Li, Yucheng Shi, Zirui Liu, Fan Yang, Ali Payani, Ninghao Liu, Mengnan Du

ICLRW 2025 Towards Hierarchical Multi-Agent Workflows for Zero-Shot Prompt Optimization Yuchi Liu, Jaskirat Singh, Gaowen Liu, Ali Payani, Liang Zheng

TMLR 2025 Unreasonable Effectiveness of LLM Reasoning: A Doubly Cautionary Tale of Temporal Question-Answering Dagmara Panas, Ali Payani, Vaishak Belle

ICML 2024 A Federated Stochastic Multi-Level Compositional Minimax Algorithm for Deep AUC Maximization Xinwen Zhang, Ali Payani, Myungjin Lee, Richard Souvenir, Hongchang Gao

NeurIPSW 2024 Can Knowledge Editing Really Correct Hallucinations? Baixiang Huang, Canyu Chen, Xiongxiao Xu, Ali Payani, Kai Shu

AISTATS 2024 Data-Efficient Contrastive Language-Image Pretraining: Prioritizing Data Quality over Quantity Siddharth Joshi, Arnav Jain, Ali Payani, Baharan Mirzasoleiman

ICML 2024 Few-Shot Adaptation to Distribution Shifts by Mixing Source and Target Embeddings Yihao Xue, Ali Payani, Yu Yang, Baharan Mirzasoleiman

NeurIPS 2024 MACM: Utilizing a Multi-Agent System for Condition Mining in Solving Complex Mathematical Problems Bin Lei, Yi Zhang, Shan Zuo, Ali Payani, Caiwen Ding

TMLR 2024 Mitigating Group Bias in Federated Learning: Beyond Local Fairness Ganghua Wang, Ali Payani, Myungjin Lee, Ramana Rao Kompella

AAAI 2024 TEILP: Time Prediction over Knowledge Graphs via Logical Reasoning Siheng Xiong, Yuan Yang, Ali Payani, James Clayton Kerce, Faramarz Fekri

IJCAI 2024 Temporal Inductive Logic Reasoning over Hypergraphs Yuan Yang, Siheng Xiong, Ali Payani, James Clayton Kerce, Faramarz Fekri

ICLR 2023 LogicDP: Creating Labels for Graph Data via Inductive Logic Programming Yuan Yang, Faramarz Fekri, James Clayton Kerce, Ali Payani