Yunpu Ma

Venues

Frequent coauthors

Papers

1. ASCD: Attention-Steerable Contrastive Decoding for Reducing Hallucination in MLLM
   AAAI 2026 ·

   Yujun Wang

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2. DAWN: Distributed LLM Multi-Agent Workflow Synthesis
   AAAI 2026 ·

   Guancheng Wan

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3. MINED: Probing and Updating with Multimodal Time-Sensitive Knowledge for Large Multimodal Models
   ACL 2026 ·

   Kailin Jiang

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4. Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning
   ACL 2026 ·

   Sikuan Yan

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5. Mem²Evolve: Towards Self-Evolving Agents via Co-Evolutionary Capability Expansion and Experience Distillation
   ACL 2026 ·

   Zihao Cheng

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6. OpenDriveVLA: Towards End-to-end Autonomous Driving with Large Vision Language Action Model
   AAAI 2026 ·

   Xingcheng Zhou

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7. Parameter-Efficient Routed Fine-Tuning: Mixture-of-Experts Demands Mixture of Adaptation Modules
   EACL 2026 ·

   Yilun Liu

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8. Self-Evolving Multi-Agent Systems via Textual Backpropagation
   ACL 2026 ·

   Xiaowen Ma

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9. ImpliRet: Benchmarking the Implicit Fact Retrieval Challenge
   EMNLP 2025 ·

   Zeinab Sadat Taghavi

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10. Improving LLM Reasoning through Interpretable Role-Playing Steering
    EMNLP 2025 ·

    Anyi Wang

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11. LLaVA Steering: Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-Steering
    ACL 2025 ·

    Jinhe Bi

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12. Language Mixing in Reasoning Language Models: Patterns, Impact, and Internal Causes
    EMNLP 2025 ·

    Mingyang Wang

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13. METok: Multi-Stage Event-based Token Compression for Efficient Long Video Understanding
    EMNLP 2025 ·

    Mengyue Wang

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14. SwarmAgentic: Towards Fully Automated Agentic System Generation via Swarm Intelligence
    EMNLP 2025 ·

    Yao Zhang

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15. WebPilot: A Versatile and Autonomous Multi-Agent System for Web Task Execution with Strategic Exploration
    AAAI 2025 ·

    Yao Zhang

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16. FALCUN: A Simple and Efficient Deep Active Learning Strategy
    ECML-PKDD 2024 ·

    Sandra Gilhuber

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17. GenTKG: Generative Forecasting on Temporal Knowledge Graph with Large Language Models
    NAACL 2024 ·

    Ruotong Liao

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18. VideoINSTA: Zero-shot Long Video Understanding via Informative Spatial-Temporal Reasoning with LLMs
    EMNLP 2024 ·

    Ruotong Liao

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19. zrLLM: Zero-Shot Relational Learning on Temporal Knowledge Graphs with Large Language Models
    NAACL 2024 ·

    Zifeng Ding

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