| 2026 | AAAI | HPSU: A Benchmark for Human-Level Perception in Real-World Spoken Speech Understanding. | Chen Li, Peiji Yang, Yicheng Zhong, Jianxing Yu, Zhisheng Wang, Zihao Gou, Wenqing Chen, Jian Yin |
| 2026 | ACL | Answering Cross-Dimensional Geometric Visual Questions by Multi-constraint Spatial Reasoning. | Dongling Li, Qi Chen, Jianxing Yu, Hanjiang Lai, Yanghui Rao, Wenqing Chen, Jian Yin |
| 2025 | AAAI | Mitigating Social Bias in Large Language Models: A Multi-Objective Approach Within a Multi-Agent Framework. | Zhenjie Xu, Wenqing Chen, Yi Tang, Xuanying Li, Cheng Hu, Zhixuan Chu, Kui Ren, Zibin Zheng, Zhichao Lu |
| 2025 | AAAI | Driving in the Occupancy World: Vision-Centric 4D Occupancy Forecasting and Planning via World Models for Autonomous Driving. | Yu Yang, Jianbiao Mei, Yukai Ma, Siliang Du, Wenqing Chen, Yijie Qian, Yuxiang Feng, Yong Liu |
| 2025 | ACL | Answering Complex Geographic Questions by Adaptive Reasoning with Visual Context and External Commonsense Knowledge. | Fan Li, Jianxing Yu, Jielong Tang, Wenqing Chen, Hanjiang Lai, Yanghui Rao, Jian Yin |
| 2025 | COLING | Generating Commonsense Reasoning Questions with Controllable Complexity through Multi-step Structural Composition. | Jianxing Yu, Shiqi Wang, Hanjiang Lai, Wenqing Chen, Yanghui Rao, Qinliang Su, Jian Yin |
| 2025 | DASFAA | Asking Diversified Reasonable Questions with External Commonsense Knowledge to Infer Inconsistency for Multi-modal Clickbait Detection. | Jianxing Yu, Shiqi Wang, Qi Chen, Huaijie Zhu, Libin Zheng, Wenqing Chen, Jian Yin |
| 2025 | DASFAA | Emotion-Based Conversational Recommendation by Inferring Implicit Users' Preferences from Their Subjective Claims. | Xuanming Zhang, Yonghe Lu, Jianxing Yu, Huaijie Zhu, Wei Liu, Wenqing Chen, Jian Yin |
| 2025 | EMNLP | Eliciting Implicit Acoustic Styles from Open-domain Instructions to Facilitate Fine-grained Controllable Generation of Speech. | Jianxing Yu, Zihao Gou, Chen Li, Zhisheng Wang, Peiji Yang, Wenqing Chen, Jian Yin |
| 2024 | ACL | Self-Para-Consistency: Improving Reasoning Tasks at Low Cost for Large Language Models. | Wenqing Chen, Weicheng Wang, Zhixuan Chu, Kui Ren, Zibin Zheng, Zhichao Lu |
| 2024 | APSEC | CoSTV: Accelerating Code Search with Two-Stage Paradigm and Vector Retrieval. | Dewu Zheng, Yanlin Wang, Wenqing Chen, Jiachi Chen, Zibin Zheng |
| 2024 | ICSE | F-CodeLLM: A Federated Learning Framework for Adapting Large Language Models to Practical Software Development. | Zeju Cai, Jianguo Chen, Wenqing Chen, Weicheng Wang, Xiangyuan Zhu, Aijia Ouyang |
| 2023 | AAAI | Preference-Controlled Multi-Objective Reinforcement Learning for Conditional Text Generation. | Wenqing Chen, Jidong Tian, Caoyun Fan, Yitian Li, Hao He, Yaohui Jin |
| 2023 | AAAI | Latent Constraints on Unsupervised Text-Graph Alignment with Information Asymmetry. | Jidong Tian, Wenqing Chen, Yitian Li, Caoyun Fan, Hao He, Yaohui Jin |
| 2023 | ACL | MTR: A Dataset Fusing Inductive, Deductive, and Defeasible Reasoning. | Yitian Li, Jidong Tian, Caoyun Fan, Wenqing Chen, Hao He, Yaohui Jin |
| 2023 | EMNLP | Chain-of-Thought Tuning: Masked Language Models can also Think Step By Step in Natural Language Understanding. | Caoyun Fan, Jidong Tian, Yitian Li, Wenqing Chen, Hao He, Yaohui Jin |
| 2023 | ICASSP | Improving the out-of-Distribution Generalization Capability of Language Models: Counterfactually-Augmented Data is not Enough. | Caoyun Fan, Wenqing Chen, Jidong Tian, Yitian Li, Hao He, Yaohui Jin |
| 2023 | ICASSP | A CRNN-GCN Piano Transcription Model Based On Audio And Skeleton Features. | Yuqing Li, Xianke Wang, Ruimin Wu, Wei Xu, Wenqing Chen |
| 2022 | AAAI | Weakly Supervised Neural Symbolic Learning for Cognitive Tasks. | Jidong Tian, Yitian Li, Wenqing Chen, Liqiang Xiao, Hao He, Yaohui Jin |
| 2022 | ACCV | MaxGNR: A Dynamic Weight Strategy via Maximizing Gradient-to-Noise Ratio for Multi-task Learning. | Caoyun Fan, Wenqing Chen, Jidong Tian, Yitian Li, Hao He, Yaohui Jin |
| 2022 | COLING | To What Extent Do Natural Language Understanding Datasets Correlate to Logical Reasoning? A Method for Diagnosing Logical Reasoning. | Yitian Li, Jidong Tian, Wenqing Chen, Caoyun Fan, Hao He, Yaohui Jin |
| 2021 | ACL | De-Confounded Variational Encoder-Decoder for Logical Table-to-Text Generation. | Wenqing Chen, Jidong Tian, Yitian Li, Hao He, Yaohui Jin |
| 2021 | EMNLP | Diagnosing the First-Order Logical Reasoning Ability Through LogicNLI. | Jidong Tian, Yitian Li, Wenqing Chen, Liqiang Xiao, Hao He, Yaohui Jin |
| 2021 | IJCAI | Dependent Multi-Task Learning with Causal Intervention for Image Captioning. | Wenqing Chen, Jidong Tian, Caoyun Fan, Hao He, Yaohui Jin |
| 2020 | COLING | A Semantically Consistent and Syntactically Variational Encoder-Decoder Framework for Paraphrase Generation. | Wenqing Chen, Jidong Tian, Liqiang Xiao, Hao He, Yaohui Jin |
| 2020 | EMNLP | Exploring Logically Dependent Multi-task Learning with Causal Inference. | Wenqing Chen, Jidong Tian, Liqiang Xiao, Hao He, Yaohui Jin |
| 2018 | COLING | Learning What to Share: Leaky Multi-Task Network for Text Classification. | Liqiang Xiao, Honglun Zhang, Wenqing Chen, Yongkun Wang, Yaohui Jin |
| 2018 | EMNLP | MCapsNet: Capsule Network for Text with Multi-Task Learning. | Liqiang Xiao, Honglun Zhang, Wenqing Chen, Yongkun Wang, Yaohui Jin |
| 2018 | EMNLP | Multi-Task Label Embedding for Text Classification. | Honglun Zhang, Liqiang Xiao, Wenqing Chen, Yongkun Wang, Yaohui Jin |
| 2018 | ICDM | Online Vehicle Dispatch: from Assignment to Scheduling. | Kangjia Zhao, Wenqing Chen, Kong-wei Lye |
| 2018 | IJCAI | Transformable Convolutional Neural Network for Text Classification. | Liqiang Xiao, Honglun Zhang, Wenqing Chen, Yongkun Wang, Yaohui Jin |
| 2018 | IJCAI | Generative Warfare Nets: Ensemble via Adversaries and Collaborators. | Honglun Zhang, Liqiang Xiao, Wenqing Chen, Yongkun Wang, Yaohui Jin |
| 2018 | NAACL | Gated Multi-Task Network for Text Classification. | Liqiang Xiao, Honglun Zhang, Wenqing Chen |
| 2017 | DSAA | The Data and Science behind GrabShare Carpooling. | Muchen Tang, Serene Ow, Wenqing Chen, Yang Cao, Kong-wei Lye, Yaozhang Pan |
| 2005 | ISCC | Virtual MIMO Protocol Based on Clustering for Wireless Sensor Network. | Wenqing Chen, Yong Yuan, Changchun Xu, Kezhong Liu, Zongkai Yang |