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Author

Qi Qi

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Geometry-Aware Online Scheduling for LLM Serving: From Theoretical Bound to System Practice

This work establishes a theoretically sound and empirically proven approach for resolving memory-constrained scheduling in modern LLM deployments by introducing the Smallest Volume First (SVF) algorithm and its highly efficient variant, 1-bit SVF.

Lingjing Kong, Qi Qi, Yin-Yu Ye et al. · 3 citations
Preprint Aug 2026

TransRetrieval: Scaling Up Transformer-Based Retrieval for Industrial Recommendation

TransRetrieval is presented, a Transformer-based retrieval framework that scales with both computational budget and cross-domain data and introduces weighted average aggregation, which restores the homogeneous-token assumption Transformers rely on, and target token compression that cuts per-candidate FLOPs while preser...

Zhi-Fei Zheng, Yun-Fei Liu, Bin Liu et al. · 0 citations

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