Bei Liu

Venues

Frequent coauthors

Papers

1. Adaptive Spatial and Temporal Redundancy Optimization for Efficient Reasoning in Large Language Models
   ACL 2026 ·

   Tianle Chen

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2. BTC-LLM: Efficient Sub-1-Bit LLM Quantization via Learnable Transformation and Binary Codebook
   ACL 2026 ·

   Hao Gu

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3. Bit-by-Bit: Progressive QAT Strategy with Outlier Channel Splitting for Stable Low-Bit LLMs
   ACL 2026 ·

   Binxing Xu

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4. DesireKV: Decoupling Sensitivity and Importance for Reasoning-Aware KV Cache Compression
   AAAI 2026 ·

   Pengyu Cheng

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5. QaRL: Rollout-Aligned Quantization-Aware RL for Fast and Stable Training under Training-Inference Mismatch
   ACL 2026 ·

   Hao Gu

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