Reinforced Molecular Optimization with Neighborhood-Controlled Grammars. - Chencheng Xu; Qiao Liu 008; Minlie Huang; Tao Jiang 001 (NeurIPS, 2020)

Quantifying functional impact of non-coding variants with multi-task Bayesian neural network. - Chencheng Xu; Qiao Liu 008; Jianyu Zhou; Minzhu Xie; Jianxing Feng; Tao Jiang 001 (Bioinform., 2020)

Acceleration of Federated Learning with Alleviated Forgetting in Local Training. - Chencheng Xu; Zhiwei Hong; Minlie Huang; Tao Jiang (ICLR, 2022)

Formal Verification of Attitude Control Systems Using Geometric Barrier Functions. - Chencheng Xu; Chengcheng Zhao; Zhiguo Shi 001; Jiming Chen 001 (CDC, 2023)

HELM-GPT: de novo macrocyclic peptide design using generative pre-trained transformer. - Xiaopeng Xu; Chencheng Xu; Wenjia He; Lesong Wei; Haoyang Li; Juexiao Zhou; Ruochi Zhang; Yu Wang 225; Yuanpeng Xiong; Xin Gao 001 (Bioinform., 2024)

Geometric Reachability for Attitude Control Systems via Contraction Theory. - Chencheng Xu; Saber Jafarpour; Chengcheng Zhao; Zhiguo Shi 001; Jiming Chen (CoRR, 2025)

CFP-Gen: Combinatorial Functional Protein Generation via Diffusion Language Models. - Junbo Yin; Chao Zha; Wenjia He; Chencheng Xu; Xin Gao 001 (CoRR, 2025)