Xiong Jun Wu

Xiong Jun Wu

Exploit ambitiously, explore curiously, and evolve persistently

Innovation patents published by me or through my team collaboration

Scalable RL x LLM Reasoning

  • Junwu Xiong , Zujie Wen, Xinyu Kong, Jian Yan, A hierarchical ablation optimization scheme and device for improving pre-trained large language model based on PPL score, Application No. CXANT4198343, Dec.27, 2024, Under Review.

Multi-modal Reinforcement Learning

  • Junwu Xiong , Xiaoyu Tan, XU Hairui, James Zhang, Wei Chu, Yunzhou Shi, Zhongzhou Zhao, Wei Zhou, Xiaolong Li, Digital avatar recommendation method and recommendation system, US Patent, US20240177216A1, App. 18/516,730, 2024.
  • Junwu Xiong , Xiaoyu Tan, Hairui Xu, James Zhang, Wei Chu, Yunzhou Shi, Zhongzhou Zhao, Wei Zhou, and Xiaolong LI, Interactive recommendation decision‑making of digital Avatar based on reinforcement learning, Application No. CXTA103673, Sep. 2022, Review completed.

Reinforcement Preference Learning

  • Hairui Xu, Hong Tang, Jingxin Mao, Manhuo Hong, Xiaoyu Tan, Caigao Jiang, Wenpeng Zhang, James Zhang, Chao Qu, Junwu Xiong , and Wei Chu, Model Switch of Attention Capital Intelligent Pricing Algorithm, Application No. CXTA66183, Nov. 2020, Review completed.
  • Xiaoyu Tan, Chao Qu, Caigao Jiang, Hairui Xu, Junwu Xiong , and James Zhang, A method and system for training a recommendation model, May 2020, Publication No. CN111311384A.
  • Chenchen Li, Xiang Yan, Junlong Qiao, Chao Qu, Junwu Xiong , and Le Song, A method and device for selecting target users, Nov. 2019, Publication No. CN111027676A.
  • Junwu Xiong , Zhongyi Liu, and Wei Hu. Recommendation method and device, November 2019. US Patent , US 10,489,471 B2, Nov. 26 , 2019
  • Xiaoyu Tan, Caigao Jiang, James Zhang, Chao Qu, and Junwu Xiong , Application of quadratic programming algorithm combined with upper bound of the confidence interval in rebate rate pricing, Application No. 101429255, Nov. 2019, Review completed.
  • Tong Yin, Jing Pan, and Junwu Xiong , An event prediction method and device, Dec. 2018, Publication No. CN110020882A.
  • Zhiguo Fan, Junwu Xiong , Guowei Zhang, and Zhongyi Liu, A method and device for sorting commodity objects based on dynamic sliding time window, Nov. 2016, Publication No. CN108090794B.