| 2026 | AAAI | TEMPLE: Incentivizing Temporal Understanding of Video Large Language Models via Progressive Pre-SFT Alignment. | Shicheng Li, Lei Li, Kun Ouyang, Shuhuai Ren, Yuanxin Liu, Yuanxing Zhang, Fuzheng Zhang, Lingpeng Kong, Qi Liu, Xu Sun |
| 2026 | ACL | Investigating Cross-Modal Skill Injection: Scenarios, Methods, and Hyperparameters. | Zhiyu Xu, Lean Wang, Yuanxin Liu, Lei Li, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun |
| 2026 | CHI | How Self-Confidence and Gender Shape Training Experience in Mixed Reality: A Case Study in Flight Simulator Training. | Yifan Kang, Glyn Lawson, Xu Sun |
| 2026 | HCI | Identifying Typical Car-Following Scenarios in China for Automated Driving: Findings from a Qualitative Study. | Siyuan Zhou, Lingyun Sun, Junshen Chen, Hongxia Ren, Zheng Zhang, Shuyao Zhao, Shihong Xu, Xuefeng Sun, Li Tang, Zaiqi Yao, Xu Sun |
| 2025 | AAAI | InstructAvatar: Text-Guided Emotion and Motion Control for Avatar Generation. | Yuchi Wang, Junliang Guo, Jianhong Bai, Runyi Yu, Tianyu He, Xu Tan, Xu Sun, Jiang Bian |
| 2025 | ACL | ATLANTIS: Weak-to-Strong Learning via Importance Sampling. | Yi Liu, Guoyin Wang, Shicheng Li, Feifan Song, Xu Sun |
| 2025 | ACL | PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension. | Kun Ouyang, Yuanxin Liu, Shicheng Li, Yi Liu, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun |
| 2025 | ACL | Generative Frame Sampler for Long Video Understanding. | Linli Yao, Haoning Wu, Kun Ouyang, Yuanxing Zhang, Caiming Xiong, Bei Chen, Xu Sun, Junnan Li |
| 2025 | CHI | Exploring the Impact of Haptic Feedback Locations and Mid-air Haptic Technology on Driver's Takeover Performance in Automated Vehicles. | Ruiheng Lan, Xu Sun, Linzhen Zhu, Qingfeng Wang, Bingjian Liu |
| 2025 | COLING | Proxy Tuning for Financial Sentiment Analysis: Overcoming Data Scarcity and Computational Barriers. | Yuxiang Wang, Yuchi Wang, Yi Liu, Ruihan Bao, Keiko Harimoto, Xu Sun |
| 2025 | COLING | Modeling Interactions Between Stocks Using LLM-Enhanced Graphs for Volume Prediction. | Zhiyu Xu, Yi Liu, Yuchi Wang, Ruihan Bao, Keiko Harimoto, Xu Sun |
| 2025 | CVPR | VidTwin: Video VAE with Decoupled Structure and Dynamics. | Yuchi Wang, Junliang Guo, Xinyi Xie, Tianyu He, Xu Sun, Jiang Bian |
| 2025 | EMNLP | Beyond Human Labels: A Multi-Linguistic Auto-Generated Benchmark for Evaluating Large Language Models on Resume Parsing. | Zijian Ling, Han Zhang, Jiahao Cui, Zhequn Wu, Xu Sun, Guohao Li, Xiangjian He |
| 2025 | EMNLP | PoSum-Bench: Benchmarking Position Bias in LLM-based Conversational Summarization. | Xu Sun, Lionel Delphin-Poulat, Christle Tarnec, Anastasia Shimorina |
| 2025 | EMNLP | RICO: Improving Accuracy and Completeness in Image Recaptioning via Visual Reconstruction. | Yuchi Wang, Yishuo Cai, Shuhuai Ren, Sihan Yang, Linli Yao, Yuanxin Liu, Yuanxing Zhang, Pengfei Wan, Xu Sun |
| 2025 | HCI | Wearable Product Design for Pain Management and Behavioral Support in Bipolar Disorder. | Xiangqin Shi, Bingjian Liu, Xu Sun, Loc Faulon, Jiang Wu |
| 2025 | ICLR | Temporal Reasoning Transfer from Text to Video. | Lei Li, Yuanxin Liu, Linli Yao, Peiyuan Zhang, Chenxin An, Lean Wang, Xu Sun, Lingpeng Kong, Qi Liu |
| 2025 | ICMI | From Behavior to Interaction: Understanding User Intents in Metaverse Experience. | Ningning Xu, Lingyun Yu, Qinglin Mao, Kaiwen Li, Yifei Chen, Haibo Zhou, Xu Sun |
| 2025 | VR | GRIPPY: A VR Grip Controller for Combating Sarcopenia in Elderly. | Hoilam Leong, Jiang Wu, Yoke Chin Lai, Loc Faulon, Xu Sun, Boon-Giin Lee |
| 2024 | ACL | TempCompass: Do Video LLMs Really Understand Videos? | Yuanxin Liu, Shicheng Li, Yi Liu, Yuxiang Wang, Shuhuai Ren, Lei Li, Sishuo Chen, Xu Sun, Lu Hou |
| 2024 | CHI | Ultrasonic Mid-Air Haptics on the Face: Effects of Lateral Modulation Frequency and Amplitude on Users' Responses. | Ruiheng Lan, Xu Sun, Qingfeng Wang, Bingjian Liu |
| 2024 | CVPR | TimeChat: A Time-sensitive Multimodal Large Language Model for Long Video Understanding. | Shuhuai Ren, Linli Yao, Shicheng Li, Xu Sun, Lu Hou |
| 2024 | ECCV | VITATECS: A Diagnostic Dataset for Temporal Concept Understanding of Video-Language Models. | Shicheng Li, Lei Li, Yi Liu, Shuhuai Ren, Yuanxin Liu, Rundong Gao, Xu Sun, Lu Hou |
| 2024 | EMNLP | Enhancing Byzantine-Resistant Aggregations with Client Embedding. | Zhiyuan Zhang, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun |
| 2024 | EMNLP | A Survey on In-context Learning. | Qingxiu Dong, Lei Li, Damai Dai, Ce Zheng, Jingyuan Ma, Rui Li, Heming Xia, Jingjing Xu, Zhiyong Wu, Baobao Chang, Xu Sun, Lei Li, Zhifang Sui |
| 2024 | HCI | Identifying Influencing Factors of Immersion in Remote Collaboration. | Yifan Yang, Xu Sun, Jie Gao, Ziqi Zhou, Sheng Zhang, Canjun Yang |
| 2024 | ICASSP | Self-Supervised Cross-Level Consistency Learning For Fundus Image Classification. | Qi Bi, Hao Zheng, Xu Sun, Jingjun Yi, Wentian Zhang, Yawen Huang, Yuexiang Li, Yefeng Zheng |
| 2024 | ICLR | Towards Codable Watermarking for Injecting Multi-Bits Information to LLMs. | Lean Wang, Wenkai Yang, Deli Chen, Hao Zhou, Yankai Lin, Fandong Meng, Jie Zhou, Xu Sun |
| 2024 | IGARSS | Information Entropy Estimation Based on Point-Set Topology for Hyperspectral Anomaly Detection. | Xiaotong Sun, Lina Zhuang, Lianru Gao, Hongmin Gao, Xu Sun, Yi Liu, Yao Liu, Bing Zhang |
| 2024 | IGARSS | Adaptive Endmembers Learning-Based Deep Unmixing Network for Hyperspectral Change Detection. | Shuyi Xu, Luyang Cai, He Sun, Xu Sun, Lina Yang, Lianru Gao |
| 2024 | IGARSS | MTSANet: Multi-Head Two-Stream Attention Networks for Unsupervised Hyperspectral Image Super-Resolution. | Jin Xu, Yuanchao Su, Lianru Gao, Xu Sun, Longfei Ren, Zhiqing Zhu, Mengying Jiang |
| 2024 | IJCNN | Defying Forgetting in Continual Relation Extraction via Batch Spectral Norm Regularization. | Rundong Gao, Wenkai Yang, Xu Sun |
| 2024 | IJCNN | CMMQC: Cascaded Multi-Model Quality Control for Unsupervised Data-to-Text Generation. | Weitian Zhang, Xu Sun, Yangxing Luo, Wei Gao, Yanchun Zhu |
| 2024 | IGARSS | Primary Modality Guided Multimodal Change Detection. | Luyang Cai, Shuyi Xu, He Sun, Xu Sun, Lina Yang, Lianru Gao |
| 2024 | IGARSS | DAMS: Dilated Attention with Multi-Stream Learning for Super-Resolution of Hyperspectral Remote Sensing Images. | Sheng Li, Ruoqing Xu, Yuanchao Su, Lianru Gao, Xu Sun, Longfei Ren, Zhiqing Zhu |
| 2024 | NAACL | LaDiC: Are Diffusion Models Really Inferior to Autoregressive Counterparts for Image-to-Text Generation? | Yuchi Wang, Shuhuai Ren, Rundong Gao, Linli Yao, Qingyan Guo, Kaikai An, Jianhong Bai, Xu Sun |
| 2023 | ACL | Communication Efficient Federated Learning for Multilingual Neural Machine Translation with Adapter. | Yi Liu, Xiaohan Bi, Lei Li, Sishuo Chen, Wenkai Yang, Xu Sun |
| 2023 | ACL | Delving into the Openness of CLIP. | Shuhuai Ren, Lei Li, Xuancheng Ren, Guangxiang Zhao, Xu Sun |
| 2023 | ACL | MultiCapCLIP: Auto-Encoding Prompts for Zero-Shot Multilingual Visual Captioning. | Bang Yang, Fenglin Liu, Xian Wu, Yaowei Wang, Xu Sun, Yuexian Zou |
| 2023 | ACL | Diffusion Theory as a Scalpel: Detecting and Purifying Poisonous Dimensions in Pre-trained Language Models Caused by Backdoor or Bias. | Zhiyuan Zhang, Deli Chen, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun |
| 2023 | CSCWD | Unsupervised Graph Neural Network with Self-Expressive Attention for Community Detection. | Xu Sun, Weiyu Zhang, Xinchao Guo, Wenpeng Lu |
| 2023 | EACL | Fine-Tuning Deteriorates General Textual Out-of-Distribution Detection by Distorting Task-Agnostic Features. | Sishuo Chen, Wenkai Yang, Xiaohan Bi, Xu Sun |
| 2023 | EMNLP | Can Language Models Understand Physical Concepts? | Lei Li, Jingjing Xu, Qingxiu Dong, Ce Zheng, Xu Sun, Lingpeng Kong, Qi Liu |
| 2023 | EMNLP | TESTA: Temporal-Spatial Token Aggregation for Long-form Video-Language Understanding. | Shuhuai Ren, Sishuo Chen, Shicheng Li, Xu Sun, Lu Hou |
| 2023 | EMNLP | Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning. | Lean Wang, Lei Li, Damai Dai, Deli Chen, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun |
| 2023 | HCI | Towards Personalized Instruction: Co-designing a Teacher-Centered Dashboard for Learning Engagement Analysis in Blended Learning Environments. | Han Zhang, Xu Sun, Yanhui Zhang, Qingfeng Wang, Cheng Yao |
| 2023 | IJCNN | Multi-view Feature Fusion Based on Self-attention Mechanism for Drug-drug Interaction Prediction. | Hui Han, Weiyu Zhang, Xu Sun, Wenpeng Lu |
| 2022 | AAAI | Well-Classified Examples Are Underestimated in Classification with Deep Neural Networks. | Guangxiang Zhao, Wenkai Yang, Xuancheng Ren, Lei Li, Yunfang Wu, Xu Sun |
| 2022 | ACL | Hierarchical Inductive Transfer for Continual Dialogue Learning. | Shaoxiong Feng, Xuancheng Ren, Kan Li, Xu Sun |
| 2022 | COLING | Position Offset Label Prediction for Grammatical Error Correction. | Xiuyu Wu, Jingsong Yu, Xu Sun, Yunfang Wu |
| 2022 | ECCV | Generalized Brain Image Synthesis with Transferable Convolutional Sparse Coding Networks. | Yawen Huang, Feng Zheng, Xu Sun, Yuexiang Li, Ling Shao, Yefeng Zheng |
| 2022 | EMNLP | Holistic Sentence Embeddings for Better Out-of-Distribution Detection. | Sishuo Chen, Xiaohan Bi, Rundong Gao, Xu Sun |
| 2022 | EMNLP | Expose Backdoors on the Way: A Feature-Based Efficient Defense against Textual Backdoor Attacks. | Sishuo Chen, Wenkai Yang, Zhiyuan Zhang, Xiaohan Bi, Xu Sun |
| 2022 | EMNLP | From Mimicking to Integrating: Knowledge Integration for Pre-Trained Language Models. | Lei Li, Yankai Lin, Xuancheng Ren, Guangxiang Zhao, Peng Li, Jie Zhou, Xu Sun |
| 2022 | EMNLP | Dim-Krum: Backdoor-Resistant Federated Learning for NLP with Dimension-wise Krum-Based Aggregation. | Zhiyuan Zhang, Qi Su, Xu Sun |
| 2022 | EMNLP | GA-SAM: Gradient-Strength based Adaptive Sharpness-Aware Minimization for Improved Generalization. | Zhiyuan Zhang, Ruixuan Luo, Qi Su, Xu Sun |
| 2022 | EMNLP | Fine-mixing: Mitigating Backdoors in Fine-tuned Language Models. | Zhiyuan Zhang, Lingjuan Lyu, Xingjun Ma, Chenguang Wang, Xu Sun |
| 2022 | HCI | Investigate the In-Vehicle Healthcare System Design Opportunities: Findings from a Co-design Study. | Jiming Bai, Yaorun Zhang, Xu Sun, Siyuan Zhou, Ruiheng Lan, Xiaowu Jiang |
| 2022 | HCI | ESTENDERE: A Design Concept to Enhance Audience Experience in Theatre. | Yifan Kang, Bingjian Liu, Xu Sun |
| 2022 | HCI | The Use of Augmented Reality to Motivate Scientific Learning for Preschool Children by Fostering Curiosity. | Ruiheng Lan, Xu Sun, Bingjian Liu |
| 2022 | HCI | Virtual Team Collaboration: How the Empathy Tendency Influences User Experience? | Yifan Yang, Ying Jing, Xu Sun, Xiaotong Sun, Tongfeng Yang, Sheng Zhang, Qingchao Xia, Wei Yang, Qijun Li, Canjun Yang |
| 2022 | HCI | LIGHT: A Smart Lamp Design for the Sleep Disorders and Sundown Syndrome of Alzheimer's Patients. | Jingchun Zeng, Bingjian Liu, Xu Sun, Jiang Wu, Xinwei Wang |
| 2022 | HCI | Design with Caregivers: Enhancing Social Interaction for Children with Down Syndrome. | Han Zhang, Xu Sun, Cheng Yao, Yanhui Zhang, Qingfeng Wang, Ning Lei |
| 2022 | HCI | Emotional Design for In-Vehicle Infotainment Systems: An Exploratory Co-design Study. | Siyuan Zhou, Ruiheng Lan, Xu Sun, Jiming Bai, Yaorun Zhang, Xiaowu Jiang |
| 2022 | ICLR | How to Inject Backdoors with Better Consistency: Logit Anchoring on Clean Data. | Zhiyuan Zhang, Lingjuan Lyu, Weiqiang Wang, Lichao Sun, Xu Sun |
| 2022 | ICONIP | Variational Graph Embedding for Community Detection. | Xu Sun, Weiyu Zhang, Zhengkai Wang, Wenpeng Lu |
| 2022 | IGARSS | Graph-Cut-Based Node Embedding for Dimensionality Reduction and Classification of Hyperspectral Remote Sensing Images. | Yuanchao Su, Mengying Jiang, Lianru Gao, Xueer You, Xu Sun, Pengfei Li |
| 2022 | IJCAI | Rethinking the Promotion Brought by Contrastive Learning to Semi-Supervised Node Classification. | Deli Chen, Yankai Lin, Lei Li, Xuancheng Ren, Peng Li, Jie Zhou, Xu Sun |
| 2022 | MICCAI | A Multi-task Network with Weight Decay Skip Connection Training for Anomaly Detection in Retinal Fundus Images. | Wentian Zhang, Xu Sun, Yuexiang Li, Haozhe Liu, Nanjun He, Feng Liu, Yefeng Zheng |
| 2022 | UIC | Graph Representation Learning on Noise and Sparse Labels. | Xinchao Guo, Weiyu Zhang, Xu Sun |
| 2021 | AAAI | Exploring the Vulnerability of Deep Neural Networks: A Study of Parameter Corruption. | Xu Sun, Zhiyuan Zhang, Xuancheng Ren, Ruixuan Luo, Liangyou Li |
| 2021 | AAAI | Collaborative Group Learning. | Shaoxiong Feng, Hongshen Chen, Xuancheng Ren, Zhuoye Ding, Kan Li, Xu Sun |
| 2021 | AAAI | Multi-View Feature Representation for Dialogue Generation with Bidirectional Distillation. | Shaoxiong Feng, Xuancheng Ren, Kan Li, Xu Sun |
| 2021 | AAAI | EQG-RACE: Examination-Type Question Generation. | Xin Jia, Wenjie Zhou, Xu Sun, Yunfang Wu |
| 2021 | AAAI | Towards Semantics-Enhanced Pre-Training: Can Lexicon Definitions Help Learning Sentence Meanings? | Xuancheng Ren, Xu Sun, Houfeng Wang, Qun Liu |
| 2021 | ACL | O2NA: An Object-Oriented Non-Autoregressive Approach for Controllable Video Captioning. | Fenglin Liu, Xuancheng Ren, Xian Wu, Bang Yang, Shen Ge, Xu Sun |
| 2021 | ACL | Contrastive Attention for Automatic Chest X-ray Report Generation. | Fenglin Liu, Changchang Yin, Xian Wu, Shen Ge, Ping Zhang, Xu Sun |
| 2021 | ACL | Learning Relation Alignment for Calibrated Cross-modal Retrieval. | Shuhuai Ren, Junyang Lin, Guangxiang Zhao, Rui Men, An Yang, Jingren Zhou, Xu Sun, Hongxia Yang |
| 2021 | ACL | Rethinking Stealthiness of Backdoor Attack against NLP Models. | Wenkai Yang, Yankai Lin, Peng Li, Jie Zhou, Xu Sun |
| 2021 | EMNLP | CascadeBERT: Accelerating Inference of Pre-trained Language Models via Calibrated Complete Models Cascade. | Lei Li, Yankai Lin, Deli Chen, Shuhuai Ren, Peng Li, Jie Zhou, Xu Sun |
| 2021 | EMNLP | Dynamic Knowledge Distillation for Pre-trained Language Models. | Lei Li, Yankai Lin, Shuhuai Ren, Peng Li, Jie Zhou, Xu Sun |
| 2021 | EMNLP | Rethinking Denoised Auto-Encoding in Language Pre-Training. | Fuli Luo, Pengcheng Yang, Shicheng Li, Xuancheng Ren, Xu Sun, Songfang Huang, Fei Huang |
| 2021 | EMNLP | Translation as Cross-Domain Knowledge: Attention Augmentation for Unsupervised Cross-Domain Segmenting and Labeling Tasks. | Ruixuan Luo, Yi Zhang, Sishuo Chen, Xu Sun |
| 2021 | EMNLP | Text AutoAugment: Learning Compositional Augmentation Policy for Text Classification. | Shuhuai Ren, Jinchao Zhang, Lei Li, Xu Sun, Jie Zhou |
| 2021 | EMNLP | RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP Models. | Wenkai Yang, Yankai Lin, Peng Li, Jie Zhou, Xu Sun |
| 2021 | EMNLP | Leveraging Word-Formation Knowledge for Chinese Word Sense Disambiguation. | Hua Zheng, Lei Li, Damai Dai, Deli Chen, Tianyu Liu, Xu Sun, Yang Liu |
| 2021 | HCI | Smart Product Design for Food Waste Problem in the Canteen of Chinese University. | Xinrong Han, Bingjian Liu, Xu Sun, Jiang Wu |
| 2021 | HCI | 'Blooming': A Design Concept for Period Poverty in Rural Areas of China. | Jingchun Zeng, Bingjian Liu, Xu Sun, Jiang Wu |
| 2021 | ICML | KNAS: Green Neural Architecture Search. | Jingjing Xu, Liang Zhao, Junyang Lin, Rundong Gao, Xu Sun, Hongxia Yang |
| 2021 | IJCAI | Long-term, Short-term and Sudden Event: Trading Volume Movement Prediction with Graph-based Multi-view Modeling. | Liang Zhao, Wei Li, Ruihan Bao, Keiko Harimoto, Yunfang Wu, Xu Sun |
| 2021 | MICCAI | Robust Retinal Vessel Segmentation from a Data Augmentation Perspective. | Xu Sun, Huihui Fang, Yehui Yang, Dongwei Zhu, Lei Wang, Junwei Liu, Yanwu Xu |
| 2021 | NAACL | A Global Past-Future Early Exit Method for Accelerating Inference of Pre-trained Language Models. | Kaiyuan Liao, Yi Zhang, Xuancheng Ren, Qi Su, Xu Sun, Bin He |
| 2021 | NAACL | Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models. | Wenkai Yang, Lei Li, Zhiyuan Zhang, Xuancheng Ren, Xu Sun, Bin He |
| 2021 | NAACL | Neural Network Surgery: Injecting Data Patterns into Pre-trained Models with Minimal Instance-wise Side Effects. | Zhiyuan Zhang, Xuancheng Ren, Qi Su, Xu Sun, Bin He |
| 2020 | AAAI | Measuring and Relieving the Over-Smoothing Problem for Graph Neural Networks from the Topological View. | Deli Chen, Yankai Lin, Wei Li, Peng Li, Jie Zhou, Xu Sun |
| 2020 | AAAI | Visual Agreement Regularized Training for Multi-Modal Machine Translation. | Pengcheng Yang, Boxing Chen, Pei Zhang, Xu Sun |
| 2020 | ACL | How to Ask Good Questions? Try to Leverage Paraphrases. | Xin Jia, Wenjie Zhou, Xu Sun, Yunfang Wu |
| 2020 | ACL | Parallel Data Augmentation for Formality Style Transfer. | Yi Zhang, Tao Ge, Xu Sun |
| 2020 | COLING | Rethinking Skip Connection with Layer Normalization. | Fenglin Liu, Xuancheng Ren, Zhiyuan Zhang, Xu Sun, Yuexian Zou |
| 2020 | EMNLP | Regularizing Dialogue Generation by Imitating Implicit Scenarios. | Shaoxiong Feng, Xuancheng Ren, Hongshen Chen, Bin Sun, Kan Li, Xu Sun |
| 2020 | EMNLP | Pretrain-KGE: Learning Knowledge Representation from Pretrained Language Models. | Zhiyuan Zhang, Xiaoqian Liu, Yi Zhang, Qi Su, Xu Sun, Bin He |
| 2020 | HCI | Early Findings from a Large-Scale User Study of CHESTNUT: Validations and Implications. | Xiangjun Peng, Zhentao Huang, Chen Yang, Zilin Song, Xu Sun |
| 2020 | HCI | CHESTNUT: Improve Serendipity in Movie Recommendation by an Information Theory-Based Collaborative Filtering Approach. | Xiangjun Peng, Hongzhi Zhang, Xiaosong Zhou, Shuolei Wang, Xu Sun, Qingfeng Wang |
| 2020 | HCI | The Use of Augmented Reality for Solving Arithmetic Problems for Preschool Children. | Siyuan Zhou, Xu Sun, Zhiyu Shi, Yanyi Lu |
| 2020 | IGARSS | Remote Sensing Image Super-Resolution via Enhanced Back-Projection Networks. | Xiaoyu Dong, Zhihong Xi, Xu Sun, Lina Yang |
| 2020 | SBAC-PAD | Re-evaluation of Atomic Operations and Graph Coloring for Unstructured Finite Volume GPU Simulations. | Xi Zhang, Xu Sun, Xiaohu Guo, Yunfei Du, Yutong Lu, Yang Liu |
| 2019 | AAAI | Learning Personalized End-to-End Goal-Oriented Dialog. | Liangchen Luo, Wenhao Huang, Qi Zeng, Zaiqing Nie, Xu Sun |
| 2019 | AAAI | LiveBot: Generating Live Video Comments Based on Visual and Textual Contexts. | Shuming Ma, Lei Cui, Damai Dai, Furu Wei, Xu Sun |
| 2019 | ACL | Coherent Comments Generation for Chinese Articles with a Graph-to-Sequence Model. | Wei Li, Jingjing Xu, Yancheng He, Shengli Yan, Yunfang Wu, Xu Sun |
| 2019 | ACL | Learning to Control the Fine-grained Sentiment for Story Ending Generation. | Fuli Luo, Damai Dai, Pengcheng Yang, Tianyu Liu, Baobao Chang, Zhifang Sui, Xu Sun |
| 2019 | ACL | Towards Fine-grained Text Sentiment Transfer. | Fuli Luo, Peng Li, Pengcheng Yang, Jie Zhou, Yutong Tan, Baobao Chang, Zhifang Sui, Xu Sun |
| 2019 | ACL | Key Fact as Pivot: A Two-Stage Model for Low Resource Table-to-Text Generation. | Shuming Ma, Pengcheng Yang, Tianyu Liu, Peng Li, Jie Zhou, Xu Sun |
| 2019 | ACL | Imitation Learning for Non-Autoregressive Neural Machine Translation. | Bingzhen Wei, Mingxuan Wang, Hao Zhou, Junyang Lin, Xu Sun |
| 2019 | ACL | A Hierarchical Reinforced Sequence Operation Method for Unsupervised Text Style Transfer. | Chen Wu, Xuancheng Ren, Fuli Luo, Xu Sun |
| 2019 | ACL | MAAM: A Morphology-Aware Alignment Model for Unsupervised Bilingual Lexicon Induction. | Pengcheng Yang, Fuli Luo, Peng Chen, Tianyu Liu, Xu Sun |
| 2019 | ACL | Enhancing Topic-to-Essay Generation with External Commonsense Knowledge. | Pengcheng Yang, Lei Li, Fuli Luo, Tianyu Liu, Xu Sun |
| 2019 | ACL | A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification. | Pengcheng Yang, Fuli Luo, Shuming Ma, Junyang Lin, Xu Sun |
| 2019 | ACL | Cross-Modal Commentator: Automatic Machine Commenting Based on Cross-Modal Information. | Pengcheng Yang, Zhihan Zhang, Fuli Luo, Lei Li, Chengyang Huang, Xu Sun |
| 2019 | DASFAA | Incremental Discovery of Order Dependencies on Tuple Insertions. | Lin Zhu, Xu Sun, Zijing Tan, Kejia Yang, Weidong Yang, Xiangdong Zhou, Yingjie Tian |
| 2019 | EMNLP | Pun-GAN: Generative Adversarial Network for Pun Generation. | Fuli Luo, Shunyao Li, Pengcheng Yang, Lei Li, Baobao Chang, Zhifang Sui, Xu Sun |
| 2019 | EMNLP | Asking Clarification Questions in Knowledge-Based Question Answering. | Jingjing Xu, Yuechen Wang, Duyu Tang, Nan Duan, Pengcheng Yang, Qi Zeng, Ming Zhou, Xu Sun |
| 2019 | EMNLP | LexicalAT: Lexical-Based Adversarial Reinforcement Training for Robust Sentiment Classification. | Jingjing Xu, Liang Zhao, Hanqi Yan, Qi Zeng, Yun Liang, Xu Sun |
| 2019 | EMNLP | Specificity-Driven Cascading Approach for Unsupervised Sentiment Modification. | Pengcheng Yang, Junyang Lin, Jingjing Xu, Jun Xie, Qi Su, Xu Sun |
| 2019 | EMNLP | Aligning Cross-Lingual Entities with Multi-Aspect Information. | Hsiu-Wei Yang, Yanyan Zou, Peng Shi, Wei Lu, Jimmy Lin, Xu Sun |
| 2019 | HCI | When to Take a Break? Exploring the Role of Peers on Sedentary Office Workers' Resting Behaviors. | Ling Qin, Xu Sun, Bingjian Liu, Luis Moreno Leyva |
| 2019 | ICLR | Adaptive Gradient Methods with Dynamic Bound of Learning Rate. | Liangchen Luo, Yuanhao Xiong, Yan Liu, Xu Sun |
| 2019 | IJCAI | Exploring and Distilling Cross-Modal Information for Image Captioning. | Fenglin Liu, Xuancheng Ren, Yuanxin Liu, Kai Lei, Xu Sun |
| 2019 | IJCAI | A Dual Reinforcement Learning Framework for Unsupervised Text Style Transfer. | Fuli Luo, Peng Li, Jie Zhou, Pengcheng Yang, Baobao Chang, Xu Sun, Zhifang Sui |
| 2019 | IJCAI | Knowledgeable Storyteller: A Commonsense-Driven Generative Model for Visual Storytelling. | Pengcheng Yang, Fuli Luo, Peng Chen, Lei Li, Zhiyi Yin, Xiaodong He, Xu Sun |
| 2019 | NAACL | Review-Driven Multi-Label Music Style Classification by Exploiting Style Correlations. | Guangxiang Zhao, Jingjing Xu, Qi Zeng, Xuancheng Ren, Xu Sun |
| 2019 | PDCAT | Succinct Representations in Collaborative Filtering: A Case Study using Wavelet Tree on 1, 000 Cores. | Xiangjun Peng, Qingfeng Wang, Xu Sun, Chunye Gong, Yaohua Wang |
| 2018 | AAAI | Modeling Scientific Influence for Research Trending Topic Prediction. | Chengyao Chen, Zhitao Wang, Wenjie Li, Xu Sun |
| 2018 | AAAI | Duplicate Question Identification by Integrating FrameNet With Neural Networks. | Xiaodong Zhang, Xu Sun, Houfeng Wang |
| 2018 | ACL | Global Encoding for Abstractive Summarization. | Junyang Lin, Xu Sun, Shuming Ma, Qi Su |
| 2018 | ACL | Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach. | Jingjing Xu, Xu Sun, Qi Zeng, Xiaodong Zhang, Xuancheng Ren, Houfeng Wang, Wenjie Li |
| 2018 | ACL | Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization. | Shuming Ma, Xu Sun, Junyang Lin, Houfeng Wang |
| 2018 | ACL | Bag-of-Words as Target for Neural Machine Translation. | Shuming Ma, Xu Sun, Yizhong Wang, Junyang Lin |
| 2018 | ACL | Question Condensing Networks for Answer Selection in Community Question Answering. | Wei Wu, Xu Sun, Houfeng Wang |
| 2018 | ACL | Automatic Academic Paper Rating Based on Modularized Hierarchical Convolutional Neural Network. | Pengcheng Yang, Xu Sun, Wei Li, Shuming Ma |
| 2018 | COLING | Deconvolution-Based Global Decoding for Neural Machine Translation. | Junyang Lin, Xu Sun, Xuancheng Ren, Shuming Ma, Jinsong Su, Qi Su |
| 2018 | COLING | A Neural Question Answering Model Based on Semi-Structured Tables. | Hao Wang, Xiaodong Zhang, Shuming Ma, Xu Sun, Houfeng Wang, Mengxiang Wang |
| 2018 | COLING | SGM: Sequence Generation Model for Multi-label Classification. | Pengcheng Yang, Xu Sun, Wei Li, Shuming Ma, Wei Wu, Houfeng Wang |
| 2018 | COLING | Does Higher Order LSTM Have Better Accuracy for Segmenting and Labeling Sequence Data? | Yi Zhang, Xu Sun, Shuming Ma, Yang Yang, Xuancheng Ren |
| 2018 | EMNLP | Learning When to Concentrate or Divert Attention: Self-Adaptive Attention Temperature for Neural Machine Translation. | Junyang Lin, Xu Sun, Xuancheng Ren, Muyu Li, Qi Su |
| 2018 | EMNLP | Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification. | Junyang Lin, Qi Su, Pengcheng Yang, Shuming Ma, Xu Sun |
| 2018 | EMNLP | simNet: Stepwise Image-Topic Merging Network for Generating Detailed and Comprehensive Image Captions. | Fenglin Liu, Xuancheng Ren, Yuanxin Liu, Houfeng Wang, Xu Sun |
| 2018 | EMNLP | An Auto-Encoder Matching Model for Learning Utterance-Level Semantic Dependency in Dialogue Generation. | Liangchen Luo, Jingjing Xu, Junyang Lin, Qi Zeng, Xu Sun |
| 2018 | EMNLP | Auto-Dialabel: Labeling Dialogue Data with Unsupervised Learning. | Chen Shi, Qi Chen, Lei Sha, Sujian Li, Xu Sun, Houfeng Wang, Lintao Zhang |
| 2018 | EMNLP | Diversity-Promoting GAN: A Cross-Entropy Based Generative Adversarial Network for Diversified Text Generation. | Jingjing Xu, Xuancheng Ren, Junyang Lin, Xu Sun |
| 2018 | EMNLP | A Skeleton-Based Model for Promoting Coherence Among Sentences in Narrative Story Generation. | Jingjing Xu, Xuancheng Ren, Yi Zhang, Qi Zeng, Xiaoyan Cai, Xu Sun |
| 2018 | EMNLP | Learning Sentiment Memories for Sentiment Modification without Parallel Data. | Yi Zhang, Jingjing Xu, Pengcheng Yang, Xu Sun |
| 2018 | HCI | An Interactive Recommender System for Group Holiday Decision-Making. | Lanyun Zhang, Xu Sun |
| 2018 | IJCAI | A Hierarchical End-to-End Model for Jointly Improving Text Summarization and Sentiment Classification. | Shuming Ma, Xu Sun, Junyang Lin, Xuancheng Ren |
| 2018 | IGARSS | Ship Detection Without Sea-Land Segmentation for Large-Scale High-Resolution Optical Satellite Images. | Yiqun He, Xu Sun, Lianru Gao, Bing Zhang |
| 2018 | LREC | Building an Ellipsis-aware Chinese Dependency Treebank for Web Text. | Xuancheng Ren, Xu Sun, Ji Wen, Bingzhen Wei, Weidong Zhan, Zhiyuan Zhang |
| 2018 | LREC | A Chinese Dataset with Negative Full Forms for General Abbreviation Prediction. | Yi Zhang, Xu Sun |
| 2018 | MICCAI | Localizing Optic Disc and Cup for Glaucoma Screening via Deep Object Detection Networks. | Xu Sun, Yanwu Xu, Mingkui Tan, Huazhu Fu, Wei Zhao, Tianyuan You, Jiang Liu |
| 2018 | NAACL | Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation. | Shuming Ma, Xu Sun, Wei Li, Sujian Li, Wenjie Li, Xuancheng Ren |
| 2018 | NAACL | Structure Regularized Neural Network for Entity Relation Classification for Chinese Literature Text. | Ji Wen, Xu Sun, Xuancheng Ren, Qi Su |
| 2018 | WiMob | A Security Aware Fuzzy Enhanced Ant Colony Optimization Routing in Mobile Ad hoc Networks. | Hang Zhang, Arne Bochem, Xu Sun, Dieter Hogrefe |
| 2017 | AAAI | A Unified Model for Cross-Domain and Semi-Supervised Named Entity Recognition in Chinese Social Media. | Hangfeng He, Xu Sun |
| 2017 | ACL | Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization. | Shuming Ma, Xu Sun, Jingjing Xu, Houfeng Wang, Wenjie Li, Qi Su |
| 2017 | EACL | F-Score Driven Max Margin Neural Network for Named Entity Recognition in Chinese Social Media. | Hangfeng He, Xu Sun |
| 2017 | HCI | Can Travel Information Websites Do Better? Facilitating the Decision-Making Experience for Tourists. | Lanyun Zhang, Xu Sun |
| 2017 | HCI | A New Information Theory-Based Serendipitous Algorithm Design. | Xiaosong Zhou, Zhan Xu, Xu Sun, Qingfeng Wang |
| 2017 | ICML | meProp: Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting. | Xu Sun, Xuancheng Ren, Shuming Ma, Houfeng Wang |
| 2017 | IJCNLP | Addressing Domain Adaptation for Chinese Word Segmentation with Global Recurrent Structure. | Shen Huang, Xu Sun, Houfeng Wang |
| 2017 | IJCNLP | Cascading Multiway Attentions for Document-level Sentiment Classification. | Dehong Ma, Sujian Li, Xiaodong Zhang, Houfeng Wang, Xu Sun |
| 2017 | IJCNLP | Tag-Enhanced Tree-Structured Neural Networks for Implicit Discourse Relation Classification. | Yizhong Wang, Sujian Li, Jingfeng Yang, Xu Sun, Houfeng Wang |
| 2016 | ACL | Knowledge-Based Semantic Embedding for Machine Translation. | Chen Shi, Shujie Liu, Shuo Ren, Shi Feng, Mu Li, Ming Zhou, Xu Sun, Houfeng Wang |
| 2016 | ACL | Dependency-based Gated Recursive Neural Network for Chinese Word Segmentation. | Jingjing Xu, Xu Sun |
| 2016 | CHI | Designing a Trip Planner Application for Groups: Exploring Group Tourists? Trip Planning Requirements. | Lanyun Zhang, Xu Sun |
| 2016 | COLING | Asynchronous Parallel Learning for Neural Networks and Structured Models with Dense Features. | Xu Sun |
| 2016 | COMPSAC | An Augmented Cybersecurity Behavioral Research Model. | Joyce Addae, Milena Radenkovic, Xu Sun, Dave Towey |
| 2015 | EMNLP | Multi-label Text Categorization with Joint Learning Predictions-as-Features Method. | Li Li, Houfeng Wang, Xu Sun, Baobao Chang, Shi Zhao, Lei Sha |
| 2015 | HCI | Design for Sustainable Behaviour. | Xu Sun, Qingfeng Wang, Nan Wang, Charlie Sugianto So, Yan Wang |
| 2015 | BSN | Measuring muscle stiffness by linear mechanical perturbation. | Luke M. Mooney, Stephanie L. Ku, Madeleine Abromowitz, Jacob A. Mooney, Xu Sun, Qifang Bao |
| 2015 | IROS | Printing angle sensors for foldable robots. | Xu Sun, Samuel M. Felton, Robert J. Wood, Sangbae Kim |
| 2015 | ICRA | Self-folding and self-actuating robots: A pneumatic approach. | Xu Sun, Samuel M. Felton, Ryuma Niiyama, Robert J. Wood, Sangbae Kim |
| 2015 | TEI | Sticky Actuator: Free-Form Planar Actuators for Animated Objects. | Ryuma Niiyama, Xu Sun, Lining Yao, Hiroshi Ishii, Daniela Rus, Sangbae Kim |
| 2014 | EMNLP | Predicting Chinese Abbreviations with Minimum Semantic Unit and Global Constraints. | Longkai Zhang, Li Li, Houfeng Wang, Xu Sun |
| 2014 | EMNLP | Coarse-grained Candidate Generation and Fine-grained Re-ranking for Chinese Abbreviation Prediction. | Longkai Zhang, Houfeng Wang, Xu Sun |
| 2013 | CIKM | A unified graph model for personalized query-oriented reference paper recommendation. | Fanqi Meng, Dehong Gao, Wenjie Li, Xu Sun, Yuexian Hou |
| 2013 | EMNLP | Exploring Representations from Unlabeled Data with Co-training for Chinese Word Segmentation. | Longkai Zhang, Houfeng Wang, Xu Sun, Mairgup Mansur |
| 2013 | IJCNLP | Generalized Abbreviation Prediction with Negative Full Forms and Its Application on Improving Chinese Web Search. | Xu Sun, Wenjie Li, Fanqi Meng, Houfeng Wang |
| 2012 | ACL | Fast Online Training with Frequency-Adaptive Learning Rates for Chinese Word Segmentation and New Word Detection. | Xu Sun, Houfeng Wang, Wenjie Li |
| 2012 | CIKM | Fast multi-task learning for query spelling correction. | Xu Sun, Anshumali Shrivastava, Ping Li |
| 2012 | WWW | Query spelling correction using multi-task learning. | Xu Sun, Anshumali Shrivastava, Ping Li |
| 2011 | ICDM | A New Multi-task Learning Method for Personalized Activity Recognition. | Xu Sun, Hisashi Kashima, Ryota Tomioka, Naonori Ueda, Ping Li |
| 2011 | PAKDD | Large Scale Real-Life Action Recognition Using Conditional Random Fields with Stochastic Training. | Xu Sun, Hisashi Kashima, Ryota Tomioka, Naonori Ueda |
| 2010 | ACL | Learning Phrase-Based Spelling Error Models from Clickthrough Data. | Xu Sun, Jianfeng Gao, Daniel Micol, Chris Quirk |
| 2010 | COLING | A Large Scale Ranker-Based System for Search Query Spelling Correction. | Jianfeng Gao, Xiaolong Li, Daniel Micol, Chris Quirk, Xu Sun |
| 2010 | ICDM | Averaged Stochastic Gradient Descent with Feedback: An Accurate, Robust, and Fast Training Method. | Xu Sun, Hisashi Kashima, Takuya Matsuzaki, Naonori Ueda |
| 2009 | ACL | Robust Approach to Abbreviating Terms: A Discriminative Latent Variable Model with Global Information. | Xu Sun, Naoaki Okazaki, Jun'ichi Tsujii |
| 2009 | EACL | Sequential Labeling with Latent Variables: An Exact Inference Algorithm and its Efficient Approximation. | Xu Sun, Jun'ichi Tsujii |
| 2009 | IGARSS | A Study on Spectral Characteristics Extraction using Fourier Approximation Theory. | Xu Sun, Bing Zhang, Lianru Gao, Lina Yang |
| 2009 | IJCAI | Latent Variable Perceptron Algorithm for Structured Classification. | Xu Sun, Takuya Matsuzaki, Daisuke Okanohara, Jun'ichi Tsujii |
| 2009 | NAACL | A Discriminative Latent Variable Chinese Segmenter with Hybrid Word/Character Information. | Xu Sun, Yao-zhong Zhang, Takuya Matsuzaki, Yoshimasa Tsuruoka, Jun'ichi Tsujii |
| 2008 | COLING | Modeling Latent-Dynamic in Shallow Parsing: A Latent Conditional Model with Imrpoved Inference. | Xu Sun, Louis-Philippe Morency, Daisuke Okanohara, Yoshimasa Tsuruoka, Jun'ichi Tsujii |
| 2007 | CICLING | Word Clustering for Collocation-Based Word Sense Disambiguation. | Peng Jin, Xu Sun, Yunfang Wu, Shiwen Yu |
| 2007 | HCI | Mobile Personalization at Large Sports Events User Experience and Mobile Device Personalization. | Xu Sun, Andrew J. May |
| 2006 | PRICAI | Chinese Abbreviation-Definition Identification: A SVM Approach Using Context Information. | Xu Sun, Houfeng Wang, Yu Zhang |
| 2005 | CHI | Vista: interactive coffee-corner display. | Marcin Wichary, Lucy T. Gunawan, Nele Van den Ende, Qarin Hjortzberg-Nordlund, Aga Matysiak, Ruud Janssen, Xu Sun |
| 2005 | WCNC | Characterization of ultra-wideband channels for outdoor office environment. | Chee Wee Kim, Xu Sun, Lee Chuan Chiam, Balakrishnan Kannan, Francois P. S. Chin, Hari Krishna Garg |