Yi Xin

Venues

Frequent coauthors

Papers

1. Benchmarking Multimodal Knowledge Conflict for Large Multimodal Models
   AAAI 2026 ·

   Yifan Jia

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2. TIDE: Temporal-Aware Sparse Autoencoders for Interpretable Diffusion Transformers in Image Generation
   AAAI 2026 ·

   Victor Shea-Jay Huang

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3. D2O: Dynamic Discriminative Operations for Efficient Long-Context Inference of Large Language Models
   ICLR 2025 ·

   Zhongwei Wan

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4. From Reflection to Perfection: Scaling Inference-Time Optimization for Text-to-Image Diffusion Models via Reflection Tuning
   ICCV 2025 ·

   Le Zhuo

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5. Lumina-Image 2.0: a Unified and Efficient Image Generative Framework
   ICCV 2025 ·

   Qi Qin

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6. PgM: Partitioner Guided Modal Learning Framework
   ACM MM 2025 ·

   Guimin Hu

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7. Robust Logit Adjustment for Learning with Long-Tailed Noisy Data
   AAAI 2025 ·

   Mingcai Chen

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8. SRPO: Enhancing Multimodal LLM Reasoning via Reflection-Aware Reinforcement Learning
   NeurIPS 2025 ·

   Zhongwei Wan

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9. TR-PTS: Task-Relevant Parameter and Token Selection for Efficient Tuning
   ICCV 2025 ·

   Siqi Luo

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10. MmAP: Multi-Modal Alignment Prompt for Cross-Domain Multi-Task Learning
    AAAI 2024 · Yi Xin
11. V-PETL Bench: A Unified Visual Parameter-Efficient Transfer Learning Benchmark
    NeurIPS 2024 · Yi Xin
12. VMT-Adapter: Parameter-Efficient Transfer Learning for Multi-Task Dense Scene Understanding
    AAAI 2024 · Yi Xin