| 2026 | ACISP | Retention-Consistent Concept Unlearning for Diffusion Models. | Laiqiao Qin, Tianqing Zhu, Linlin Wang, Wanlei Zhou |
| 2026 | ACL | PyraMathBench: Evaluating and Improving Mathematical Capability in Large Language Models. | Zetian Ouyang, Linlin Wang, Gerard de Melo, Liang He |
| 2025 | AAAI | NLSR: Neuron-Level Safety Realignment of Large Language Models Against Harmful Fine-Tuning. | Xin Yi, Shunfan Zheng, Linlin Wang, Gerard de Melo, Xiaoling Wang, Liang He |
| 2025 | AAAI | Hierarchical Divide-and-Conquer for Fine-Grained Alignment in LLM-Based Medical Evaluation. | Shunfan Zheng, Xiechi Zhang, Gerard de Melo, Xiaoling Wang, Linlin Wang |
| 2025 | ACL | Hierarchical Safety Realignment: Lightweight Restoration of Safety in Pruned Large Vision-Language Models. | Yue Li, Xin Yi, Dongsheng Shi, Gerard de Melo, Xiaoling Wang, Linlin Wang |
| 2025 | ACL | AutoMedEval: Harnessing Language Models for Automatic Medical Capability Evaluation. | Xiechi Zhang, Zetian Ouyang, Linlin Wang, Gerard de Melo, Zhu Cao, Xiaoling Wang, Ya Zhang, Yanfeng Wang, Liang He |
| 2025 | COLING | ACE-M³: Automatic Capability Evaluator for Multimodal Medical Models. | Xiechi Zhang, Shunfan Zheng, Linlin Wang, Gerard de Melo, Zhu Cao, Xiaoling Wang, Liang He |
| 2025 | NSS | Feature Machine Unlearning in Diffusion Models. | Linlin Wang, Tianqing Zhu, Laiqiao Qin, Lihua Yin, Wanlei Zhou |
| 2024 | AAAI | MedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models. | Yan Cai, Linlin Wang, Ye Wang, Gerard de Melo, Ya Zhang, Yanfeng Wang, Liang He |
| 2024 | DASFAA | A Prototypical Classifier with Boosting Augmented Redundancy Detector for Causal Analysis of Mental Health over Social Media. | Yiping Liang, Linlin Wang, Xiaoling Wang, Liang He |
| 2024 | DASFAA | Scenarios-aware Commonsense Correcton via Instance-level Knowledge Injection. | Xin Yi, Linlin Wang, Xiaoling Wang, Liang He |
| 2024 | ECCV | Fine-Grained Scene Graph Generation via Sample-Level Bias Prediction. | Yansheng Li, Tingzhu Wang, Kang Wu, Linlin Wang, Xin Guo, Wenbin Wang |
| 2024 | EMNLP | How Do Humans Write Code? Large Models Do It the Same Way Too. | Long Li, Xuzheng He, Haozhe Wang, Linlin Wang, Liang He |
| 2024 | EMNLP | CliMedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models in Clinical Scenarios. | Zetian Ouyang, Yishuai Qiu, Linlin Wang, Gerard de Melo, Ya Zhang, Yanfeng Wang, Liang He |
| 2024 | ICASSP | Generating Persona-Aware Empathetic Responses with Retrieval-Augmented Prompt Learning. | Zhengjie Huang, Pingsheng Liu, Gerard de Melo, Liang He, Linlin Wang |
| 2024 | MICCAI | A Multi-information Dual-Layer Cross-Attention Model for Esophageal Fistula Prognosis. | Jianqiao Zhang, Hao Xiong, Qiangguo Jin, Tian Feng, Jiquan Ma, Ping Xuan, Peng Cheng, Zhiyuan Ning, Zhiyu Ning, Changyang Li, Linlin Wang, Hui Cui |
| 2024 | NAACL | Hypernetwork-Assisted Parameter-Efficient Fine-Tuning with Meta-Knowledge Distillation for Domain Knowledge Disentanglement. | Changqun Li, Linlin Wang, Xin Lin, Shizhou Huang, Liang He |
| 2023 | AAAI | A Disentangled-Attention Based Framework with Persona-Aware Prompt Learning for Dialogue Generation. | Pingsheng Liu, Zhengjie Huang, Xiechi Zhang, Linlin Wang, Gerard de Melo, Xin Lin, Liang Pang, Liang He |
| 2023 | AAAI | Disentangled CVAEs with Contrastive Learning for Explainable Recommendation. | Linlin Wang, Zefeng Cai, Gerard de Melo, Zhu Cao, Liang He |
| 2023 | ACL | UMRSpell: Unifying the Detection and Correction Parts of Pre-trained Models towards Chinese Missing, Redundant, and Spelling Correction. | Zheyu He, Yujin Zhu, Linlin Wang, Liang Xu |
| 2023 | HCI | Research on the Efficiency and Cognition of the Combination of Front Color and Background Color and Color in the Interface of Express Cabinets on the Operation of Human Machine Interface Tasks. | Yuying Pei, Linlin Wang, Chengqi Xue |
| 2023 | ICANN | PCDialogEval: Persona and Context Aware Emotional Dialogue Evaluation. | Yuxi Feng, Linlin Wang, Zhu Cao, Liang He |
| 2023 | ICNC | Multi-Stage Marine Ship Recognition Based on Stackable Residual Network. | Wanwan Yu, Junping Zhang, Linlin Wang, Yunqiao Xi, Hongfeng Xu, Linxiu Chen, Mingrui Hao |
| 2023 | IJCNN | Out-of-Scope Intent Detection with Supervised Deep Metric Learning. | Youwen Zhang, Xudong Wang, Linlin Wang, Ke Yan, Huan Chen |
| 2022 | ACL | Multi-Scale Distribution Deep Variational Autoencoder for Explanation Generation. | Zefeng Cai, Linlin Wang, Gerard de Melo, Fei Sun, Liang He |
| 2022 | EMNLP | Curriculum Prompt Learning with Self-Training for Abstractive Dialogue Summarization. | Changqun Li, Linlin Wang, Xin Lin, Gerard de Melo, Liang He |
| 2022 | IGARSS | Remote Sensing Image Change Detection Based on Deep Siamese Neural Network with Convolutional Lstm and Channel Attention. | Linlin Wang, Junping Zhang, Qingle Guo, Jian Liu |
| 2022 | IJCNN | Abstractive Dialogue Summarization Based on Dynamic Pattern Exploiting Training. | Zhanyi Chen, Changqun Li, Linlin Wang, Liang He |
| 2021 | IGARSS | A Union Framework with Sparse Topic Relaxion and Group Clustering for Hyperspectral Unmixing. | Linlin Wang, Qiqi Zhu, Wen Zeng, Qingfeng Guan |
| 2021 | IJCNN | Multi -Turn Response Selection with Temporal Gated Graph Convolutional Networks. | Siyu Tao, Qian Zhao, Linlin Wang, Liang He |
| 2021 | IJCNN | Employer-Employee Network for Conversational Recommendation. | Zijing Yang, Xin Lin, Linlin Wang, Liang He, Yixin Chen, Zhaohui Yang |
| 2021 | Interspeech | ETLT 2021: Shared Task on Automatic Speech Recognition for Non-Native Children's Speech. | Roberto Gretter, Marco Matassoni, Daniele Falavigna, A. Misra, Chee Wee Leong, Kate M. Knill, Linlin Wang |
| 2021 | ISKE | Dependency-Based Unsupervised Feature Selection in Fuzzy Rough Set. | Liang Peng, Linlin Wang, Gangqiang Zhang |
| 2021 | ISKE | Attribute Reduction for Incomplete and Unsupervised Data Based on Fuzzy Rough Sets. | Linlin Wang, Liang Peng, Gangqiang Zhang |
| 2021 | MICCAI | Co-graph Attention Reasoning Based Imaging and Clinical Features Integration for Lymph Node Metastasis Prediction. | Hui Cui, Ping Xuan, Qiangguo Jin, Mingjun Ding, Butuo Li, Bing Zou, Yiyue Xu, Bingjie Fan, Wanlong Li, Jinming Yu, Linlin Wang, Henry B. L. Duh |
| 2021 | MICCAI | Predicting Esophageal Fistula Risks Using a Multimodal Self-attention Network. | Yulu Guan, Hui Cui, Yiyue Xu, Qiangguo Jin, Tian Feng, Huawei Tu, Ping Xuan, Wanlong Li, Linlin Wang, Henry Been-Lirn Duh |
| 2021 | TrustCom | Frequency Domain Fusion Algorithm of Infrared and Visible Image Based on Compressed Sensing for Video Surveillance Forensics. | Chuanyun Wang, Guowei Yang, Dongdong Sun, Jiankai Zuo, Ershen Wang, Linlin Wang |
| 2020 | IGARSS | Semi-Automatic Fully Sparse Semantic Modeling Framework for Hyperspectral Unmixing. | Linlin Wang, Qiqi Zhu, Wen Zeng, Yanfei Zhong, Qingfeng Guan, Liangpei Zhang, Deren Li |
| 2020 | Interspeech | Non-Native Children's Automatic Speech Recognition: The INTERSPEECH 2020 Shared Task ALTA Systems. | Kate M. Knill, Linlin Wang, Yu Wang, Xixin Wu, Mark J. F. Gales |
| 2020 | Interspeech | Abstractive Spoken Document Summarization Using Hierarchical Model with Multi-Stage Attention Diversity Optimization. | Potsawee Manakul, Mark J. F. Gales, Linlin Wang |
| 2020 | MICCAI | Collaborative Learning of Cross-channel Clinical Attention for Radiotherapy-Related Esophageal Fistula Prediction from CT. | Hui Cui, Yiyue Xu, Wanlong Li, Linlin Wang, Henry B. L. Duh |
| 2019 | HCI | Interface Information Visualization of Intelligent Control System Based on Visual Cognitive Behavior. | Weiwei Zhang, Xiao-Li Wu, Linlin Wang, Yiyao Zou, Hui Zheng |
| 2019 | Interspeech | Impact of ASR Performance on Spoken Grammatical Error Detection. | Yiting Lu, Mark J. F. Gales, Kate M. Knill, P. P. Manakul, Linlin Wang, Yu Wang |
| 2018 | AAAI | Link Prediction via Subgraph Embedding-Based Convex Matrix Completion. | Zhu Cao, Linlin Wang, Gerard de Melo |
| 2018 | ICARCV | Integrative Clustering and Supervised Feature Selection for Clinical Applications. | Bowen Xin, Chongrui Xu, Linlin Wang, Taotao Dong, Chaojie Zheng, Xiuying Wang |
| 2017 | IJCAI | Multiple-Weight Recurrent Neural Networks. | Zhu Cao, Linlin Wang, Gerard de Melo |
| 2016 | AAAI | Morphological Segmentation with Window LSTM Neural Networks. | Linlin Wang, Zhu Cao, Yu Xia, Gerard de Melo |
| 2016 | ACL | Relation Classification via Multi-Level Attention CNNs. | Linlin Wang, Zhu Cao, Gerard de Melo, Zhiyuan Liu |
| 2016 | ICASSP | Improved DNN-based segmentation for multi-genre broadcast audio. | Linlin Wang, Chao Zhang, Philip C. Woodland, Mark J. F. Gales, Panagiota Karanasou, Pierre Lanchantin, Xunying Liu, Yanmin Qian |
| 2016 | Interspeech | Selection of Multi-Genre Broadcast Data for the Training of Automatic Speech Recognition Systems. | Pierre Lanchantin, Mark J. F. Gales, Penny Karanasou, Xunying Liu, Yanman Qian, Linlin Wang, Philip C. Woodland, Chao Zhang |
| 2015 | ACL | Sentiment-Aspect Extraction based on Restricted Boltzmann Machines. | Linlin Wang, Kang Liu, Zhu Cao, Jun Zhao, Gerard de Melo |
| 2015 | ASRU | Speaker diarisation and longitudinal linking in multi-genre broadcast data. | Penny Karanasou, Mark J. F. Gales, Pierre Lanchantin, Xunying Liu, Yanmin Qian, Linlin Wang, Philip C. Woodland, Chao Zhang |
| 2015 | ASRU | The development of the cambridge university alignment systems for the multi-genre broadcast challenge. | Pierre Lanchantin, Mark J. F. Gales, Penny Karanasou, Xunying Liu, Yanmin Qian, Linlin Wang, Philip C. Woodland, Chao Zhang |
| 2015 | ASRU | Cambridge university transcription systems for the multi-genre broadcast challenge. | Philip C. Woodland, Xunying Liu, Yanmin Qian, Chao Zhang, Mark J. F. Gales, Penny Karanasou, Pierre Lanchantin, Linlin Wang |
| 2015 | ICIG | A Novel NSCT Fusion Algorithm for Images Based on Compressive Sensing and Dynamic WNMF. | Yanyan Wu, Yajie Wang, Linlin Wang, Xiangbin Shi |
| 2015 | Interspeech | A comparison between a DNN and a CRF disfluency detection and reconstruction system. | Dario Bertero, Linlin Wang, Ho Yin Chan, Pascale Fung |
| 2015 | Interspeech | The Cambridge University 2014 BOLT conversational telephone Mandarin Chinese LVCSR system for speech translation. | Xunying Liu, Federico Flego, Linlin Wang, Chao Zhang, Mark J. F. Gales, Philip C. Woodland |
| 2008 | ACL | Lyric-based Song Sentiment Classification with Sentiment Vector Space Model. | Yunqing Xia, Linlin Wang, Kam-Fai Wong, Mingxing Xu |