| 2026 | AAAI | Constraints-Guided Diffusion Reasoner for Neuro-Symbolic Learning. | Xuan Zhang, Zhijian Zhou, Weidi Xu, Yanting Miao, Chao Qu, Yuan Qi |
| 2026 | ACL | SQL-ASTRA: Alleviating Sparse Feedback in Agentic SQL via Column-Set Matching and Trajectory Aggregation. | Long Li, Zhijian Zhou, Jiangxuan Long, Peiyang Liu, Weidi Xu, Zhe Wang, Shirui Pan, Chao Qu |
| 2026 | ACL | Harnessing Negative Signals: Reinforcement Distillation from Teacher Data for LLM Reasoning. | Shuyao Xu, Cheng Peng, Jiangxuan Long, Weidi Xu, Wei Chu, Yuan Qi |
| 2025 | ACL | To Code or not to Code? Adaptive Tool Integration for Math Language Models via Expectation-Maximization. | Haozhe Wang, Long Li, Chao Qu, Weidi Xu, Fengming Zhu, Wei Chu, Fangzhen Lin |
| 2025 | ACL | OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models. | Siming Huang, Tianhao Cheng, Jason Klein Liu, Weidi Xu, Jiaran Hao, Liuyihan Song, Yang Xu, Jian Yang, Jiaheng Liu, Chenchen Zhang, Linzheng Chai, Ruifeng Yuan, Xianzhen Luo, Qiufeng Wang, YuanTao Fan, Qingfu Zhu, Zhaoxiang Zhang, Yang Gao, Jie Fu, Qian Liu, Houyi Li, Ge Zhang, Yuan Qi, Yinghui Xu, Wei Chu, Zili Wang |
| 2025 | ICCV | Structure-Aware Semantic Discrepancy and Consistency for 3D Medical Image Self-Supervised Learning. | Tan Pan, Zhaorui Tan, Kaiyu Guo, Dongli Xu, Weidi Xu, Chen Jiang, Xin Guo, Yuan Qi, Yuan Cheng |
| 2025 | MICCAI | Prolog-Driven Rule-Based Diagnostics with Large Language Models for Precise Clinical Decision Support. | Xiaoyu Tan, Bin Li, Weidi Xu, Chao Qu, Wei Chu, Yinghui Xu, Yuan Qi, Xihe Qiu |
| 2024 | ICLR | LogicMP: A Neuro-symbolic Approach for Encoding First-order Logic Constraints. | Weidi Xu, Jingwei Wang, Lele Xie, Jianshan He, Hongting Zhou, Taifeng Wang, Xiaopei Wan, Jingdong Chen, Chao Qu, Wei Chu |
| 2023 | KDD | Learning to Discover Various Simpson's Paradoxes. | Jingwei Wang, Jianshan He, Weidi Xu, Ruopeng Li, Wei Chu |
| 2022 | EMNLP | Extracting Trigger-sharing Events via an Event Matrix. | Jun Xu, Weidi Xu, Mengshu Sun, Taifeng Wang, Wei Chu |
| 2022 | SIGIR | Denoising Time Cycle Modeling for Recommendation. | Sicong Xie, Qunwei Li, Weidi Xu, Kaiming Shen, Shaohu Chen, Wenliang Zhong |
| 2021 | IGARSS | A Particle Filtering Model Using Instantaneous Range for Vibration and Nonlinearity Compensation of Triangular FMCW Ladar Signal. | Rongrong Wang, Maosheng Xiang, Bingnan Wang, Chuang Li, Weidi Xu |
| 2021 | IGARSS | Study on the Pivotal Imaging Technology of Mini SAR on UAV. | Weidi Xu, Maosheng Xiang, Bingnan Wang, Chong Song, Rongrong Wang |
| 2021 | WSDM | Modeling Across-Context Attention For Long-Tail Query Classification in E-commerce. | Junhao Zhang, Weidi Xu, Jianhui Ji, Xi Chen, Hongbo Deng, Keping Yang |
| 2020 | ACL | SpellGCN: Incorporating Phonological and Visual Similarities into Language Models for Chinese Spelling Check. | Xingyi Cheng, Weidi Xu, Kunlong Chen, Shaohua Jiang, Feng Wang, Taifeng Wang, Wei Chu, Yuan Qi |
| 2020 | CVPR | Data-Efficient Semi-Supervised Learning by Reliable Edge Mining. | Peibin Chen, Tao Ma, Xu Qin, Weidi Xu, Shuchang Zhou |
| 2020 | EMNLP | Question Directed Graph Attention Network for Numerical Reasoning over Text. | Kunlong Chen, Weidi Xu, Xingyi Cheng, Zou Xiaochuan, Yuyu Zhang, Le Song, Taifeng Wang, Yuan Qi, Wei Chu |
| 2020 | SIGIR | Symmetric Regularization based BERT for Pair-wise Semantic Reasoning. | Weidi Xu, Xingyi Cheng, Kunlong Chen, Taifeng Wang |
| 2019 | CoNLL | Variational Semi-Supervised Aspect-Term Sentiment Analysis via Transformer. | Xingyi Cheng, Weidi Xu, Taifeng Wang, Wei Chu, Weipeng Huang, Kunlong Chen, Junfeng Hu |
| 2018 | CEC | A Discrete Fireworks Algorithm for Solving Large-Scale Travel Salesman Problem. | Haoran Luo, Weidi Xu, Ying Tan |
| 2018 | CEC | TextDream: Conditional Text Generation by Searching in the Semantic Space. | Weidi Xu, Haoze Sun, Chao Deng, Ying Tan |
| 2018 | ICONIP | Attention Based Dialogue Context Selection Model. | Weidi Xu, Yong Ren, Ying Tan |
| 2017 | AAAI | Variational Autoencoder for Semi-Supervised Text Classification. | Weidi Xu, Haoze Sun, Chao Deng, Ying Tan |
| 2016 | IJCNN | Multi-digit image synthesis using recurrent conditional variational autoencoder. | Haoze Sun, Weidi Xu, Chao Deng, Ying Tan |
| 2013 | ICMLC | A variant of Variable-Drift theorem for continuous (1+1)-Evolutionary Algorithm. | Weidi Xu, Han Huang, Ji Luo, Hao-Xun Zhan |