| 2025 | ACL | TableCoder: Table Extraction from Text via Reliable Code Generation. | Haoyu Dong, Yue Hu, Huailiang Peng, Yanan Cao |
| 2025 | ACL | RelationalCoder: Rethinking Complex Tables via Programmatic Relational Transformation. | Haoyu Dong, Yue Hu, Huailiang Peng, Yanan Cao |
| 2024 | HPCC | Interest-Aware Social Bot Detection with Contrastive Hard Sample Mining. | Huailiang Peng, Yujun Zhang, Hao Sun, Wei Hao, Qiong Dai |
| 2024 | WSDM | RDGCN: Reinforced Dependency Graph Convolutional Network for Aspect-based Sentiment Analysis. | Xusheng Zhao, Hao Peng, Qiong Dai, Xu Bai, Huailiang Peng, Yanbing Liu, Qinglang Guo, Philip S. Yu |
| 2022 | IJCNN | Domain-Aware Federated Social Bot Detection with Multi-Relational Graph Neural Networks. | Huailiang Peng, Yujun Zhang, Hao Sun, Xu Bai, Yangyang Li, Shuhai Wang |
| 2022 | NAACL | Aspect Is Not You Need: No-aspect Differential Sentiment Framework for Aspect-based Sentiment Analysis. | Jiahao Cao, Rui Liu, Huailiang Peng, Lei Jiang, Xu Bai |
| 2021 | IJCNN | Cross-Network Community Sensing for Anchor Link Prediction. | Lintao Lan, Huailiang Peng, Chaodong Tong, Xu Bai, Qiong Dai |
| 2021 | PAKDD | Discriminative Representation Learning for Cross-Domain Sentiment Classification. | Shaokang Zhang, Lei Jiang, Huailiang Peng, Qiong Dai, Jianlong Tan |
| 2020 | KSEM | HEAM: Heterogeneous Network Embedding with Automatic Meta-path Construction. | Ruicong Shi, Tao Liang, Huailiang Peng, Lei Jiang, Qiong Dai |
| 2020 | KSEM | Category-Level Adversarial Network for Cross-Domain Sentiment Classification. | Shaokang Zhang, Huailiang Peng, Yanan Cao, Lei Jiang, Qiong Dai, Jianlong Tan |
| 2019 | COMPSAC | Chinese Social Media Entity Linking Based on Effective Context with Topic Semantics. | Chengfang Ma, Ying Sha, Jianlong Tan, Li Guo, Huailiang Peng |
| 2019 | CoNLL | Improving Natural Language Understanding by Reverse Mapping Bytepair Encoding. | Chaodong Tong, Huailiang Peng, Qiong Dai, Lei Jiang, Jianghua Huang |
| 2018 | ISCC | A High-Performance Round-Robin Regular Expression Matching Architecture Based on FPGA. | Jiajia Yang, Lei Jiang, Xu Bai, Huailiang Peng, Qiong Dai |