Enjun Du（杜恩俊）
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  • Publications
    • Generation-for-Understanding with Structured Action Scripts for Embodied Multimodal Learning
    • Omni-Streaming Thinking
    • EviRank: Structured Relevance Evidence for Multimodal Image Re-ranking
    • RePair: Turning Retrieval Failures into Counterfactual Hard Pairs
    • SnapBench: Benchmarking Snap-and-Ask Multimodal Retrieval for Mobile Interactions
    • LEDGERMIND: Provenance-Constrained Multimodal Agentic Reasoning with a Structured Evidence Ledger
    • GRAPHSCHOLAR: COMPOSITIONAL STRATEGIC DECISION MAKING FOR KNOWLEDGE GRAPH REASONING VIA RELATION-DEPENDENCY GRAPHS
    • 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
  • Project Pages
    • Omni-Streaming Thinking
    • EviRank: Structured Relevance Evidence for Multimodal Image Re-ranking
    • LEDGERMIND: Provenance-Constrained Multimodal Agentic Reasoning with a Structured Evidence Ledger
    • 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
  • Recent & Upcoming Talks
    • Xu Teli Scholarship Final Defense
    • AAAI 2026 Oral
    • EMNLP 2025 Oral
    • IJCAI 2025 Oral

Generation-for-Understanding with Structured Action Scripts for Embodied Multimodal Learning

Oct 3, 2026·
Hange Zhou
,
Mingzhe Zhang
,
Hongyu Ge
,
Xiaotang Wang
Enjun Du
Enjun Du
,
Runqing Xu
,
Yongqi Zhang*
· 0 min read
Type
Conference
Publication
NeurIPS 2026
Last updated on Oct 3, 2026
Embodied Multimodal Learning Multimodal Generation Multimodal Understanding
Enjun Du
Authors
Enjun Du
Ph.D Student
Omni-Streaming Thinking Sep 14, 2026 →

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