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Pengjie Ren

Bridging the Capability Gap: Joint Alignment Tuning for Harmonizing LLM-based Multi-Agent Systems

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Sep 11, 2025
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Disentangling Knowledge Representations for Large Language Model Editing

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May 24, 2025
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Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models

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May 05, 2025
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Replication and Exploration of Generative Retrieval over Dynamic Corpora

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Apr 24, 2025
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Integrating Learning-Based Manipulation and Physics-Based Locomotion for Whole-Body Badminton Robot Control

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Apr 24, 2025
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Improving Sequential Recommenders through Counterfactual Augmentation of System Exposure

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Apr 18, 2025
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Constrained Auto-Regressive Decoding Constrains Generative Retrieval

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Apr 14, 2025
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Learnable Sequence Augmenter for Triplet Contrastive Learning in Sequential Recommendation

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Mar 26, 2025
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UIPE: Enhancing LLM Unlearning by Removing Knowledge Related to Forgetting Targets

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Mar 06, 2025
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Retrieval Models Aren't Tool-Savvy: Benchmarking Tool Retrieval for Large Language Models

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Mar 03, 2025
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