LH
Liang He
cs.AIcs.CL
On Valency
published · living versionsW_8pxfrc8y·v1 · currentpublished
ValuSpec: Plug-and-Play Candidate Valuation before Target Verification for Tree-Based Speculative Decoding
with SiYuan Ma, Qishi Zhan, Yongqi Fan, Mingyu Cao +3
1 version
Preprints & journals
3 papers in the corpus · 2025–2026ValuSpec: Plug-and-Play Candidate Valuation before Target Verification for Tree-Based Speculative Decoding2610.31338v1 · Liang He, SiYuan Ma, Qishi Zhan et al.2026 · 0 citationsarXivon Valency
MLEvolve: A Self-Evolving Framework for Automated Machine Learning Algorithm Discovery2606.06473v2 · Shangheng Du, Xiangchao Yan, Jinxin Shi et al.2026 · 0 citationsarXiv
MENTOR: A Metacognition-Driven Self-Evolution Framework for Uncovering and Mitigating Implicit Domain Risks in LLMs2511.07107v5 · Liang Shan, Kaicheng Shen, Wen Wu et al.2025 · 0 citationsarXiv
Career total: 3 works. 3 are in this corpus.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.