Enjun Du（杜恩俊）
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  • Publications
    • MARS: Faithful Multimodal Agentic Reasoning with Structured Evidence Ledger
    • GRAPHSCHOLAR: COMPOSITIONAL STRATEGIC DECISION MAKING FOR KNOWLEDGE GRAPH REASONING VIA RELATION-DEPENDENCY GRAPHS
    • Structure Evidence Mining for Image Retrieval
    • CARA: Concept-Aware Risk Attention for Interpretable Collision Prediction
    • GraphOracle: Efficient Fully-Inductive Knowledge Graph Reasoning via Relation-Dependency Graphs
    • Neural Knowledge Graph Reasoning with Relational Digraph
    • GraphMaster: Automated Graph Synthesis via LLM Agents in Data-Limited Environments
    • Unifying Structure and Activation: A Comprehensive Approach of Parameter and Memory Efficient Transfer Learning
    • Mixture of Length and Pruning Experts for Knowledge Graphs Reasoning
    • SimDiff: A Simple yet Efficient Diffusion-based Collaborative Filtering Framework
    • Causal Disentanglement-Enhanced Diffusion Denoising for Social Recommendation
    • Dual Social View Enhanced Contrastive Learning for Social Recommendation
    • Behavior Habits Enhanced Intention Learning for Session Based Recommendation
  • Recent & Upcoming Talks
    • AAAI 2026 Oral
    • EMNLP 2025 Oral
    • IJCAI 2025 Oral
  • Blog
    • GraphOracle: Efficient Fully-Inductive Knowledge Graph Reasoning via Relation-Dependency Graphs
    • GraphMaster: Automated Graph Synthesis via LLM Agents in Data-Limited Environments
    • MoKGR: Mixture of Length and Pruning Experts for Knowledge Graphs Reasoning

MARS: Faithful Multimodal Agentic Reasoning with Structured Evidence Ledger

May 8, 2026·
Enjun Du
Enjun Du
,
...
· 1 min read
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Conference
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Last updated on May 8, 2026
Multimodal LLM RAG
Enjun Du
Authors
Enjun Du
Research Assistant
GRAPHSCHOLAR: COMPOSITIONAL STRATEGIC DECISION MAKING FOR KNOWLEDGE GRAPH REASONING VIA RELATION-DEPENDENCY GRAPHS Mar 8, 2026 →

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