Xin Liu

Venues

Frequent coauthors

Papers

1. OmniScale: Scaling Any Modality Model Training with Model-Centric Distributed Recipe Zoo
   AAAI 2026 ·

   Qianli Ma

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2. UltraEval-Audio: A Unified Framework for Comprehensive Evaluation of Audio Foundation Models
   ACL 2026 ·

   Qundong Shi

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3. A Comprehensive Overhaul of Multimodal Assistant with Small Language Models
   AAAI 2025 ·

   Minjie Zhu

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4. COMET: Fine-grained Computation-communication Overlapping for Mixture-of-Experts
   MLSys 2025 ·

   Shulai Zhang

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5. DUO: No Compromise to Accuracy Degradation
   NeurIPS 2025 ·

   Jinda Jia

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6. ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference
   ICML 2025 ·

   Hanshi Sun

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7. TileLink: Generating Efficient Compute-Communication Overlapping Kernels using Tile-Centric Primitives
   MLSys 2025 ·

   Size Zheng

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8. MM-SafetyBench: A Benchmark for Safety Evaluation of Multimodal Large Language Models
   ECCV 2024 · Xin Liu
9. Predicting Emergent Abilities with Infinite Resolution Evaluation
   ICLR 2024 ·

   Shengding Hu

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10. SDP4Bit: Toward 4-bit Communication Quantization in Sharded Data Parallelism for LLM Training
    NeurIPS 2024 ·

    Jinda Jia

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11. Safety of Multimodal Large Language Models on Images and Text
    IJCAI 2024 · Xin Liu