| 2026 | ACL | ChemReason-Bench: Benchmarking Large Language Models for Procedural Reasoning in Experimental Chemistry. | Jinwei Zhang, Xucheng Liang, Yu Zhang, Ruijie Yu, Xiaokang Yang, Yaohui Jin, Yanyan Xu |
| 2025 | ACL | ChemActor: Enhancing Automated Extraction of Chemical Synthesis Actions with LLM-Generated Data. | Yu Zhang, Ruijie Yu, Jidong Tian, Feng Zhu, Jiapeng Liu, Xiaokang Yang, Yaohui Jin, Yanyan Xu |
| 2025 | ICLR | KinFormer: Generalizable Dynamical Symbolic Regression for Catalytic Organic Reaction Kinetics. | Jindou Chen, Jidong Tian, Liang Wu, ChenXinWei, Xiaokang Yang, Yaohui Jin, Yanyan Xu |
| 2025 | WWW | Unified and Generalizable Reinforcement Learning for Facility Location Problems on Graphs. | Wenxuan Guo, Runzhong Wang, Yanyan Xu, Yaohui Jin |
| 2021 | KDD | Overview of the 1st Workshop on City Brain Research. | Guanjie Zheng, Porter Jenkins, Yanyan Xu, Dongyao Chen |
| 2021 | PRICAI | WINVC: One-Shot Voice Conversion with Weight Adaptive Instance Normalization. | Shengjie Huang, Mingjie Chen, Yanyan Xu, Dengfeng Ke, Thomas Hain |
| 2020 | AAAI | Complementary Fusion of Multi-Features and Multi-Modalities in Sentiment Analysis. | Feiyang Chen, Ziqian Luo, Yanyan Xu, Dengfeng Ke |
| 2020 | ICPR | Dynamically Mitigating Data Discrepancy with Balanced Focal Loss for Replay Attack Detection. | Yongqiang Dou, Haocheng Yang, Maolin Yang, Yanyan Xu, Dengfeng Ke |
| 2019 | IJCAI | Travel Time Estimation without Road Networks: An Urban Morphological Layout Representation Approach. | Wuwei Lan, Yanyan Xu, Bin Zhao |
| 2018 | ICPR | Mutual-optimization Towards Generative Adversarial Networks For Robust Speech Recognition. | Ke Ding, Ne Luo, Yanyan Xu, Dengfeng Ke, Kaile Su |
| 2018 | IJCNN | Fine-Grained Air Quality Prediction using Attention Based Neural Network. | Tianyu Liu, Yongzhi Ying, Yanyan Xu, Dengfeng Ke, Kaile Su |
| 2018 | IGARSS | Blind Spectral Unmixing Considering the Adjacent Effect. | Xinyu Wang, Yanfei Zhong, Liangpei Zhang, Yanyan Xu |
| 2017 | IGARSS | Saliency-based endmember detection for hyperspectral imagery. | Xinyu Wang, Yanfei Zhong, Yao Xu, Liangpei Zhang, Yanyan Xu |
| 2017 | IJCNN | Symbolic manipulation based on deep neural networks and its application to axiom discovery. | Chenghao Cai, Dengfeng Ke, Yanyan Xu, Kaile Su |
| 2017 | IJCNN | Deep neural network bottleneck features for bird species verification. | Jinming Zhao, Yanyan Xu, Dengfeng Ke, Kaile Su |
| 2015 | ADC | Community Based Information Dissemination. | Zhengwei Yang, Ada Wai-Chee Fu, Yanyan Xu, Silu Huang, Ho-fung Leung |
| 2015 | HPCC | VarFS: A Variable-sized Objects Based Distributed File System. | Yili Gong, Yanyan Xu, Yingchun Lei, Wenjie Wang |
| 2015 | IJCNN | A Combination of Multi-state Activation Functions, Mean-normalisation and Singular Value Decomposition for learning Deep Neural Networks. | Chenghao Cai, Dengfeng Ke, Yanyan Xu, Kaile Su |
| 2015 | Interspeech | Multi-task learning deep neural networks for speech feature denoising. | Bin Huang, Dengfeng Ke, Hao Zheng, Bo Xu, Yanyan Xu, Kaile Su |
| 2014 | BigData | Distributed Maximal Clique Computation. | Yanyan Xu, James Cheng, Ada Wai-Chee Fu, Yingyi Bu |
| 2014 | ICPR | Automated Chinese Essay Scoring from Topic Perspective Using Regularized Latent Semantic Indexing. | Shudong Hao, Yanyan Xu, Hengli Peng, Kaile Su, Dengfeng Ke |
| 2014 | PRICAI | Fast Learning of Deep Neural Networks via Singular Value Decomposition. | Chenghao Cai, Dengfeng Ke, Yanyan Xu, Kaile Su |
| 2013 | CAV | CacBDD: A BDD Package with Dynamic Cache Management. | Guanfeng Lv, Kaile Su, Yanyan Xu |
| 2013 | ICDAR | Automated Error Detection and Correction of Chinese Characters in Written Essays Based on Weighted Finite-State Transducer. | Shudong Hao, Zongtian Gao, Mingqing Zhang, Yanyan Xu, Hengli Peng, Kaile Su, Dengfeng Ke |
| 2013 | IGARSS | A new comprehensive security protection for remote sensing image based on the integration of encryption and watermarking. | Li Jiang, Zhengquan Xu, Yanyan Xu |
| 2012 | AAIM | Solving Difficult SAT Problems by Using OBDDs and Greedy Clique Decomposition. | Yanyan Xu, Wei Chen, Kaile Su, Wenhui Zhang |
| 2012 | IGARSS | Spatial-temporal characteristics of NPP based on processed model from 2002 to 2010 in Gansu Province, Northwest China. | Peijuan Wang, Donghui Xie, Youhao E, Yanyan Xu |
| 2011 | IGARSS | The relationship between canopy parameters and spectrum of winter wheat under different irrigations in Hebei Province. | Peijuan Wang, Jiahua Zhang, Donghui Xie, Yanyan Xu, Yun Xu |
| 2009 | FAW | The BDD-Based Dynamic A* Algorithm for Real-Time Replanning. | Yanyan Xu, Weiya Yue, Kaile Su |
| 2009 | SNPD | A Generalized Framework for BDD-based Replanning A* Search. | Yanyan Xu, Weiya Yue |
| 2007 | TASE | Evaluation of SAT-based Bounded Model Checking of ACTL Properties. | Yanyan Xu, Wei Chen, Liang Xu, Wenhui Zhang |