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Zhe Xu

University of Illinois Urbana-Champaign

Decentralizing Multi-Agent Reinforcement Learning with Temporal Causal Information

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Jun 09, 2025
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MT$^{3}$: Scaling MLLM-based Text Image Machine Translation via Multi-Task Reinforcement Learning

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May 26, 2025
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Discovering Pathology Rationale and Token Allocation for Efficient Multimodal Pathology Reasoning

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May 21, 2025
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Beyond Linearity: Squeeze-and-Recalibrate Blocks for Few-Shot Whole Slide Image Classification

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May 21, 2025
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PaRT: Enhancing Proactive Social Chatbots with Personalized Real-Time Retrieval

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Apr 29, 2025
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MT-R1-Zero: Advancing LLM-based Machine Translation via R1-Zero-like Reinforcement Learning

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Apr 14, 2025
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Redefining Machine Translation on Social Network Services with Large Language Models

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Apr 10, 2025
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MindGYM: Enhancing Vision-Language Models via Synthetic Self-Challenging Questions

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Mar 12, 2025
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Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models

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Mar 11, 2025
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Parametric Value Approximation for General-sum Differential Games with State Constraints

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Mar 10, 2025
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