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Changwen Zheng

Learning to Think: Information-Theoretic Reinforcement Fine-Tuning for LLMs

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May 15, 2025
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LLM Enhancers for GNNs: An Analysis from the Perspective of Causal Mechanism Identification

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May 13, 2025
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Causal Prompt Calibration Guided Segment Anything Model for Open-Vocabulary Multi-Entity Segmentation

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May 10, 2025
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Spatio-Temporal Fuzzy-oriented Multi-Modal Meta-Learning for Fine-grained Emotion Recognition

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Dec 18, 2024
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Bootstrapping Heterogeneous Graph Representation Learning via Large Language Models: A Generalized Approach

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Dec 11, 2024
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Rethinking Generalizability and Discriminability of Self-Supervised Learning from Evolutionary Game Theory Perspective

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Nov 30, 2024
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DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation

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Nov 25, 2024
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Neuromodulated Meta-Learning

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Nov 11, 2024
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On the Generalization and Causal Explanation in Self-Supervised Learning

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Oct 01, 2024
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Rethinking Meta-Learning from a Learning Lens

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Sep 13, 2024
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