AP
Ali Payani
cs.CLcs.LGcs.AIcs.CVcs.CYcs.DBstat.MLcs.LOcs.CRcs.DC
On Valency
published · living versionsW_8v3chzha·v1 · currentpublished
ToM2Vec: Continuous Theory-of-Mind Tokens for Multi-Agent Coordination
with Nithin Sivakumaran, Hyunji Lee, Mohit Bansal, Elias Stengel-Eskin
1 version
W_ht977um8·v1published
Preprints & journals
56 papers in the corpus · 2019–2026ToM2Vec: Continuous Theory-of-Mind Tokens for Multi-Agent Coordination2610.29934v1 · Nithin Sivakumaran, Ali Payani, Hyunji Lee et al.2026 · 0 citationsarXivon Valency
PRECOCIAL: Pretraining with Code Curriculums via Iterative Search for Accelerated Learning2610.24970v1 · Edward Gu, Ali Payani, Kevin Ellis2026 · 0 citationsarXivon Valency
Distilling Visual Reasoning into Text Space2609.34408v1 · Wenhan Yang, Nilay Naharas, Ali Payani et al.2026 · 0 citationsarXiv
CAST: Critique-Aware Supervision for Training Reliable Long-Horizon Tool-Calling Agents2608.30147v1 · Amir Saeidi, Zehua Zhang, Rishitosh Singh et al.2026 · 0 citationsarXiv
DIVE: Unlocking Self-Improvement in Frozen Language Models Through Diversity-Driven Skill Evolution2608.12486v1 · Siheng Xiong, Ali Payani, Oguzhan Gungordu et al.2026 · 0 citationsarXiv
DynamicMem: A Long-Horizon Memory Benchmark in Real-World Settings2606.22877v1 · Wenya Xie, Shengming Zhou, Zelin Li et al.2026 · 0 citationsarXiv
AdaMEM: Test-Time Adaptive Memory for Language Agents2606.05684v1 · Yunxiang Zhang, Yiheng Li, Ali Payani et al.2026 · 0 citationsarXiv
Predicting Plasticity in Deep Continual Learning: A Theoretical Perspective2605.09044v1 · Jiuqi Wang, Jayanth Srinivasa, Claire Chen et al.2026 · 0 citationsarXiv
FAMA: Failure-Aware Meta-Agentic Framework for Open-Source LLMs in Interactive Tool Use Environments2604.25135v1 · Amir Saeidi, Venkatesh Mishra, Souradeep Mukhopadhyay et al.2026 · 0 citationsarXiv
Halo: Domain-Aware Query Optimization for Long-Context Question Answering2603.17668v1 · Pramod Chunduri, Francisco Romero, Ali Payani et al.2026 · 0 citationsarXiv
Balancing Faithfulness and Performance in Reasoning via Multi-Listener Soft Execution2602.16154v1 · Nithin Sivakumaran, Shoubin Yu, Hyunji Lee et al.2026 · 0 citationsarXiv
Federated Learning Under Evolving Distribution Shifts.41594008 · Tan, Xuwei, Xie, Tian, Zheng, Xue et al.2026 · 2 citationsEntropy (Basel, Switzerland). 2026;28(1)
\textsc{GUI-Spotlight}: Adaptive Iterative Focus Refinement for Enhanced GUI Visual Grounding2510.04039v1 · Bin Lei, Nuo Xu, Ali Payani et al.2025 · 0 citationsarXiv
How Can Input Reformulation Improve Tool Usage Accuracy in a Complex Dynamic Environment? A Study on -bench2508.20931v2 · Venkatesh Mishra, Amir Saeidi, Satyam Raj et al.2025 · 0 citationsarXiv
Effective Training Data Synthesis for Improving MLLM Chart Understanding2508.06492v1 · Yuwei Yang, Zeyu Zhang, Yunzhong Hou et al.2025 · 5 citationsarXiv
AALC: Large Language Model Efficient Reasoning via Adaptive Accuracy-Length Control2506.20160v2 · Ruosen Li, Ziming Luo, Quan Zhang et al.2025 · 0 citationsarXiv
Command-V: Pasting LLM Behaviors via Activation Profiles2506.19140v1 · Barry Wang, Avi Schwarzschild, Alexander Robey et al.2025 · 0 citationsarXiv
MDBench: A Synthetic Multi-Document Reasoning Benchmark Generated with Knowledge Guidance2506.14927v1 · Joseph J. Peper, Wenzhao Qiu, Ali Payani et al.2025 · 0 citationsarXiv
AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists2506.08140v2 · Yifei Li, Hanane Nour Moussa, Ziru Chen et al.2025 · 2 citationsProceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, pp. 30396-30418, 2025
Bootstrapping LLM Robustness for VLM Safety via Reducing the Pretraining Modality Gap2505.24208v1 · Wenhan Yang, Spencer Stice, Ali Payani et al.2025 · 0 citationsarXiv
Beyond Semantic Entropy: Boosting LLM Uncertainty Quantification with Pairwise Semantic Similarity2506.00245v1 · Dang Nguyen, Ali Payani, Baharan Mirzasoleiman2025 · 6 citationsarXiv
A Generic Framework for Conformal Fairness2505.16115v2 · Aditya T. Vadlamani, Anutam Srinivasan, Pranav Maneriker et al.2025 · 2 citationsarXiv
InfantAgent-Next: A Multimodal Generalist Agent for Automated Computer Interaction2505.10887v3 · Bin Lei, Weitai Kang, Zijian Zhang et al.2025 · 0 citationsarXiv
Program Semantic Inequivalence Game with Large Language Models2505.03818v3 · Antonio Valerio Miceli-Barone, Vaishak Belle, Ali Payani2025 · 0 citationsarXiv
Personalized Federated Fine-tuning for Heterogeneous Data: An Automatic Rank Learning Approach via Two-Level LoRA2503.03920v1 · Jie Hao, Yuman Wu, Ali Payani et al.2025 · 0 citationsarXiv
SAIF: A Sparse Autoencoder Framework for Interpreting and Steering Instruction Following of Language Models2502.11356v1 · Zirui He, Haiyan Zhao, Yiran Qiao et al.2025 · 0 citationsarXiv
Investigating the Shortcomings of LLMs in Step-by-Step Legal Reasoning2502.05675v1 · Venkatesh Mishra, Bimsara Pathiraja, Mihir Parmar et al.2025 · 6 citationsarXiv
Large Vision-Language Model Alignment and Misalignment: A Survey Through the Lens of Explainability2501.01346v3 · Dong Shu, Haiyan Zhao, Jingyu Hu et al.2025 · 4 citationsarXiv
Effective Guidance for Model Attention with Simple Yes-no Annotations2410.22312v2 · Seongmin Lee, Ali Payani, Duen Horng Chau2024 · 0 citationsarXiv
Deliberate Reasoning in Language Models as Structure-Aware Planning with an Accurate World Model2410.03136v4 · Siheng Xiong, Ali Payani, Yuan Yang et al.2024 · 0 citationsarXiv
Beyond Single Concept Vector: Modeling Concept Subspace in LLMs with Gaussian Distribution2410.00153v3 · Haiyan Zhao, Heng Zhao, Bo Shen et al.2024 · 2 citationsarXiv
Conformal Prediction: A Theoretical Note and Benchmarking Transductive Node Classification in Graphs2409.18332v2 · Pranav Maneriker, Aditya T. Vadlamani, Anutam Srinivasan et al.2024 · 0 citationsarXiv
LightPure: Realtime Adversarial Image Purification for Mobile Devices Using Diffusion Models2409.00340v1 · Hossein Khalili, Seongbin Park, Vincent Li et al.2024 · 4 citationsarXiv
Friends in Unexpected Places: Enhancing Local Fairness in Federated Learning through Clustering2407.19331v3 · Yifan Yang, Ali Payani, Parinaz Naghizadeh2024 · 0 citationsarXiv
Can LLMs Reason in the Wild with Programs?2406.13764v1 · Yuan Yang, Siheng Xiong, Ali Payani et al.2024 · 0 citationsarXiv
Towards Hierarchical Multi-Agent Workflows for Zero-Shot Prompt Optimization2405.20252v2 · Yuchi Liu, Jaskirat Singh, Gaowen Liu et al.2024 · 2 citationsarXiv
SketchQL Demonstration: Zero-shot Video Moment Querying with Sketches2405.18334v3 · Renzhi Wu, Pramod Chunduri, Dristi J Shah et al.2024 · 2 citationsPublished on International Conference on Very Large Databases 2024
Language Ranker: A Metric for Quantifying LLM Performance Across High and Low-Resource Languages2404.11553v3 · Zihao Li, Yucheng Shi, Zirui Liu et al.2024 · 44 citationsarXiv
Generalization Error Bounds for Learning under Censored Feedback2404.09247v3 · Yifan Yang, Ali Payani, Parinaz Naghizadeh2024 · 0 citationsarXiv
Not All Federated Learning Algorithms Are Created Equal: A Performance Evaluation Study2403.17287v1 · Gustav A. Baumgart, Jaemin Shin, Ali Payani et al.2024 · 1 citationarXiv
Data-Efficient Contrastive Language-Image Pretraining: Prioritizing Data Quality over Quantity2403.12267v2 · Siddharth Joshi, Arnav Jain, Ali Payani et al.2024 · 3 citationsarXiv
Prompt Mining for Language-based Human Mobility Forecasting2403.03544v1 · Hao Xue, Tianye Tang, Ali Payani et al.2024 · 3 citationsarXiv
When is Tree Search Useful for LLM Planning? It Depends on the Discriminator2402.10890v2 · Ziru Chen, Michael White, Raymond Mooney et al.2024 · 4 citationsarXiv
Large Language Models Can Learn Temporal Reasoning2401.06853v6 · Siheng Xiong, Ali Payani, Ramana Kompella et al.2024 · 45 citationsarXiv
TEILP: Time Prediction over Knowledge Graphs via Logical Reasoning2312.15816v2 · Siheng Xiong, Yuan Yang, Ali Payani et al.2023 · 26 citationsarXiv
Investigating the Impact of Weight Sharing Decisions on Knowledge Transfer in Continual Learning2311.09506v3 · Josh Andle, Ali Payani, Salimeh Yasaei-Sekeh2023 · 1 citationarXiv
Beyond Detection: Unveiling Fairness Vulnerabilities in Abusive Language Models2311.09428v2 · Yueqing Liang, Lu Cheng, Ali Payani et al.2023 · 0 citationsarXiv
Harnessing the Power of Large Language Models for Natural Language to First-Order Logic Translation2305.15541v1 · Yuan Yang, Siheng Xiong, Ali Payani et al.2023 · 25 citationsarXiv
Few-shot Adaptation to Distribution Shifts By Mixing Source and Target Embeddings2305.14521v3 · Yihao Xue, Ali Payani, Yu Yang et al.2023 · 1 citationarXiv
Text-to-SQL Error Correction with Language Models of Code2305.13073v2 · Ziru Chen, Shijie Chen, Michael White et al.2023 · 15 citationsarXiv
Career total: 77 works. 56 are in this corpus.Showing the 50 most recent.
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