GLM-5: From Vibe Coding to Agentic Engineering
A Zeng, X Lv, Z Hou, Z Du, Q Zheng, B Chen, D Yin, C Ge, C Huang
arXiv preprint arXiv:2602.15763, 2026
出版物
同行评审论文与预印本。
2026
2025
BIPro: Zero-shot Chinese Poem Generation via Block Inverse Prompting Constrained Generation Framework
Xu Zou
ACL 2025 (Main Conference), 2025
nlplanguage-generation
PETRA: Pretrained Evolutionary Transformer for SARS-CoV-2 Mutation Prediction
Xu Zou
arXiv preprint arXiv:2511.03976, 2025
2024
Lineage Detector: Efficient Tool for Detecting New SARS-Cov-2 Lineages
Xu Zou
bioRxiv 2024.11.621557, 2024
covidbioinformatics
2023
CodeGeeX: A Pre-trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X
Q Zheng, X Xia, Xu Zou, Y Dong, S Wang, Y Xue, L Shen, Z Wang, A Wang
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2023), 2023
code-generationllmpretraining
2022
Region or Global? A Principle for Negative Sampling in Graph-Based Recommendation
Z Yang, M Ding, Xu Zou, J Tang, B Xu, C Zhou, H Yang
IEEE Transactions on Knowledge and Data Engineering (TKDE) 35 (6), pp. 6264-6277, 2022
recommendationgnn
2021
Controllable Generation from Pre-trained Language Models via Inverse Prompting
Xu Zou, D Yin, Q Zhong, H Yang, Z Yang, J Tang
Proceedings of the 27th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2021), 2021
nlplanguage-generationllm
TDGIA: Effective Injection Attacks on Graph Neural Networks
Xu Zou, Q Zheng, Y Dong, X Guan, E Kharlamov, J Lu, J Tang
Proceedings of the 27th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2021), 2021
graphgraph-adversarialgnn
CogView: Mastering Text-to-Image Generation via Transformers
M Ding, Z Yang, W Hong, W Zheng, C Zhou, D Yin, J Lin, Xu Zou, Z Shao
Advances in Neural Information Processing Systems 34 (NeurIPS 2021), 2021
Graph Robustness Benchmark: Benchmarking the Adversarial Robustness of Graph Machine Learning
Q Zheng, Xu Zou, Y Dong, Y Cen, D Yin, J Xu, Y Yang, J Tang
arXiv preprint arXiv:2111.04314, 2021
M6: A Chinese Multimodal Pretrainer
J Lin, R Men, A Yang, C Zhou, M Ding, Y Zhang, P Wang, A Wang
arXiv preprint arXiv:2103.00823, 2021
WudaoCorpora: A Super Large-Scale Chinese Corpora for Pre-Training Language Models
S Yuan, H Zhao, Z Du, M Ding, X Liu, Y Cen, Xu Zou, Z Yang, J Tang
AI Open 2, pp. 65-68, 2021
corpuspretrainingnlp
2020
Controllable Multi-Interest Framework for Recommendation
Y Cen, J Zhang, Xu Zou, C Zhou, H Yang, J Tang
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2020), 2020
recommendationgnn
2019
Dimensional Reweighting Graph Convolutional Networks
Xu Zou, Q Jia, J Zhang, C Zhou, H Yang, J Tang
arXiv preprint arXiv:1907.02237, 2019
Representation Learning for Attributed Multiplex Heterogeneous Network
Y Cen, Xu Zou, J Zhang, H Yang, J Zhou, J Tang
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2019), 2019
gnngraph
2018
Resource Aware Person Re-Identification Across Multiple Resolutions
Y Wang, L Wang, Y You, Xu Zou, V Chen, S Li, G Huang, B Hariharan
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2018), 2018
cvperson-reid