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Cheng Yang

GLASS: A Generative Recommender for Long-sequence Modeling via SID-Tier and Semantic Search

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Feb 05, 2026
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Towards a Science of Collective AI: LLM-based Multi-Agent Systems Need a Transition from Blind Trial-and-Error to Rigorous Science

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Feb 05, 2026
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Residual Decoding: Mitigating Hallucinations in Large Vision-Language Models via History-Aware Residual Guidance

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Feb 01, 2026
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Dual Latent Memory for Visual Multi-agent System

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Jan 31, 2026
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LocationAgent: A Hierarchical Agent for Image Geolocation via Decoupling Strategy and Evidence from Parametric Knowledge

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Jan 27, 2026
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Spatial-Agent: Agentic Geo-spatial Reasoning with Scientific Core Concepts

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Jan 23, 2026
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Graph-Anchored Knowledge Indexing for Retrieval-Augmented Generation

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Jan 23, 2026
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Data-centric Prompt Tuning for Dynamic Graphs

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Jan 17, 2026
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ToolACE-MCP: Generalizing History-Aware Routing from MCP Tools to the Agent Web

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Jan 13, 2026
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Beyond Static Tools: Test-Time Tool Evolution for Scientific Reasoning

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Jan 12, 2026
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