Research author
Liang He
9 AI research papers in the One9Founders library, with summaries and links to original sources.
Papers by Liang He
Oct 22, 2026
cs.AI
ValuSpec: Plug-and-Play Candidate Valuation before Target Verification for Tree-Based Speculative Decoding
Liang He, SiYuan Ma, Qishi Zhan, et al.
Oct 15, 2026
cs.AI
MLExpert: Towards a Generalist Agentic Model for Autonomous Machine Learning Engineering
Shangheng Du, Jinxin Shi, Shuaiyu Zhang, et al.
25
Sep 29, 2026
cs.AI
You Cannot Pick a Provider From the Price List: Market-Aware Routing for Open-Weight LLM Inference
Liang He, Jingbo Wen, Yixiong Chen, et al.
Aug 21, 2026
cs.CL
Target-Aware Calibration Data Selection for Preserving Uncertainty in Quantized Language Models
Zhen Yang, Sizai Hou, Kaiwen Zheng, et al.
Jun 29, 2026
cs.CL
Scaling the Horizon, Not the Parameters: Reaching Trillion-Parameter Performance with a 35B Agent
Lei Bai, Zongsheng Cao, Yang Chen, et al.
35
Jun 11, 2026
cs.AI
Agents-K1: Towards Agent-native Knowledge Orchestration
Zongsheng Cao, Bihao Zhan, Jinxin Shi, et al.
May 5, 2026
cs.AI
Contextual Multi-Objective Optimization: Rethinking Objectives in Frontier AI Systems
Jie Zhou, Qin Chen, Liang He
Apr 22, 2026
cs.CL
Ask Only When Needed: Proactive Retrieval from Memory and Skills for Experience-Driven Lifelong Agents
Yuxuan Cai, Jie Zhou, Qin Chen, et al.
Apr 1, 2026
cs.AI
PsychAgent: An Experience-Driven Lifelong Learning Agent for Self-Evolving Psychological Counselor
Yutao Yang, Junsong Li, Qianjun Pan, et al.