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Dongmei Zhang

TablePilot; Recommending Human-Preferred Tabular Data Analysis with Large Language Models

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Mar 17, 2025
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API Agents vs. GUI Agents: Divergence and Convergence

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Mar 14, 2025
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Quantifying the Robustness of Retrieval-Augmented Language Models Against Spurious Features in Grounding Data

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Mar 07, 2025
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TableLoRA: Low-rank Adaptation on Table Structure Understanding for Large Language Models

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Mar 06, 2025
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Distill Not Only Data but Also Rewards: Can Smaller Language Models Surpass Larger Ones?

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Feb 26, 2025
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VEM: Environment-Free Exploration for Training GUI Agent with Value Environment Model

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Feb 26, 2025
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Lean and Mean: Decoupled Value Policy Optimization with Global Value Guidance

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Feb 24, 2025
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MuDAF: Long-Context Multi-Document Attention Focusing through Contrastive Learning on Attention Heads

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Feb 19, 2025
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MEETING DELEGATE: Benchmarking LLMs on Attending Meetings on Our Behalf

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Feb 05, 2025
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Enabling Autonomic Microservice Management through Self-Learning Agents

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Jan 31, 2025
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