Quyu Kong

Researcher, Alibaba Group

2 papers at NeurIPS 2025

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Poster Session 3

1 paper

Thursday, December 4, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

DanmakuTPPBench: A Multi-modal Benchmark for Temporal Point Process Modeling and Understanding

#2408 · Yue Jiang, Jichu Li, Yang Liu, Dingkang Yang, Feng Zhou, Quyu Kong

Poster Session 6

1 paper

Friday, December 5, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

TPP-SD: Accelerating Transformer Point Process Sampling with Speculative Decoding

#2701 · Shukai Gong, YIYANG FU, Fengyuan Ran, Quyu Kong, Feng Zhou

TPP-SD is a fast and distributionally consistent sampling framework for Transformer-based temporal point processes, achieving 2–6× speedup over autoregressive methods by adapting speculative decoding with a lightweight draft model.