Publications (* corresponding author)
Mini-Game Lifetime Value Prediction in WeChat
Aochuan Chen^, Yifan Niu^, Ziqi Gao^, Yujie Sun, Shoujun Liu, Gong Chen, Yang Liu, Jia Li*
KDD ADS Track, 2025
InversionGNN: A Dual Path Network for Multi-Property Molecular Optimization
Yifan Niu, Ziqi Gao, Tingyang Xu, Yang Liu, Yatao Bian, Yu Rong, Junzhou Huang, Jia Li*
ICLR, 2025
Parameter-Efficient Fine-Tuning via Circular Convolution
Aochuan Chen^, Jiashun Cheng^, Zijing Liu, Ziqi Gao, Fugee Tsung, Yu Li, Jia Li*
ACL, 2025
Revisiting LoRA through the Lens of Parameter Redundancy: Spectral Encoding Helps
Jiashun Cheng^, Aochuan Chen^, Nuo Chen, Ziqi Gao, Yuhan Li, Jia Li*, Fugee Tsung
ACL, 2025
Towards Stable Representations for Protein Interface Prediction
Ziqi Gao, Zijing Liu*, Yu Li, Jia Li*
NeurIPS, 2024
Protein Multimer Structure Prediction via Prompt Learning
Ziqi Gao, Xiangguo Sun, Zijing Liu, Yu Li, Hong Cheng, Jia Li*
ICLR, 2024
Deep Reinforcement Learning for Modelling Protein Complexes
Ziqi Gao^, Tao Feng^, Jiaxuan You, Chenyi Zi, Yan Zhou, Chen Zhang, Jia Li*
ICLR, 2024
Parameter-Efficient Fine-Tuning with Discrete Fourier Transform
Ziqi Gao^, Qichao Wang^, Aochuan Chen^, Zijing Liu, Bingzhe Wu, Liang Chen, Jia Li*
ICML, 2024
Hierarchical Graph Learning for Protein–Protein Interaction
Ziqi Gao, Chenran Jiang, Jiawen Zhang, Xiaosen Jiang, Lanqing Li, Peilin Zhao, Huanming Yang, Yong Huang*, Jia Li*
Nature Communications, 2023
GADBench: Revisiting and Benchmarking Supervised Graph Anomaly Detection
Jianheng Tang, Fengrui Hua, Ziqi Gao, Peilin Zhao, Jia Li*
NeurIPS D&B Track, 2023
Handling Missing Data via Max-Entropy Regularized Graph Autoencoder
Ziqi Gao, Yifan Niu, Jiashun Cheng, Jianheng Tang, Tingyang Xu, Peilin Zhao, Lanqing Li*, Fugee Tsung, Jia Li*
AAAI, 2023
ImGCL: Revisiting Graph Contrastive Learning on Imbalanced Node Classification
Liang Zeng, Lanqing Li*, Ziqi Gao, Peilin Zhao, Jian Li*
AAAI, 2023
Rethinking Graph Neural Networks for Anomaly Detection
Jianheng Tang, Jiajin Li, Ziqi Gao, Jia Li*
ICML, 2022
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