Xu Sun - RankMe

340 papers A* 63A 3B 14C 2Journal 178Unranked 80

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	TEMPLE: Incentivizing Temporal Understanding of Video Large Language Models via Progressive Pre-SFT Alignment. AAAI Shicheng Li, Lei Li, Kun Ouyang, Shuhuai Ren, Yuanxin Liu, Yuanxing Zhang, Fuzheng Zhang, Lingpeng Kong, Qi Liu, Xu Sun
2026	J	`jnl`	TimeChat-Captioner: Scripting Multi-Scene Videos with Time-Aware and Structural Audio-Visual Captions. CoRR Linli Yao, Yuancheng Wei, Yaojie Zhang, Lei Li, Xinlong Chen, Feifan Song, Ziyue Wang, Kun Ouyang, Yuanxin Liu, Lingpeng Kong, Qi Liu, Pengfei Wan, Kun Gai, Yuanxing Zhang, Xu Sun
2025	—	`conf`	ATLANTIS: Weak-to-Strong Learning via Importance Sampling. ACL (1) Yi Liu, Guoyin Wang, Shicheng Li, Feifan Song, Xu Sun
2025	J	`jnl`	Conan: Progressive Learning to Reason Like a Detective over Multi-Scale Visual Evidence. CoRR Kun Ouyang, Yuanxin Liu, Linli Yao, Yishuo Cai, Hao Zhou, Jie Zhou, Fandong Meng, Xu Sun
2025	—	`conf`	Generative Frame Sampler for Long Video Understanding. ACL (Findings) Linli Yao, Haoning Wu, Kun Ouyang, Yuanxing Zhang, Caiming Xiong, Bei Chen, Xu Sun, Junnan Li
2025	J	`jnl`	Generative Frame Sampler for Long Video Understanding. CoRR Linli Yao, Haoning Wu, Kun Ouyang, Yuanxing Zhang, Caiming Xiong, Bei Chen, Xu Sun, Junnan Li
2025	A*	`conf`	InstructAvatar: Text-Guided Emotion and Motion Control for Avatar Generation. AAAI Yuchi Wang, Junliang Guo, Jianhong Bai, Runyi Yu, Tianyu He, Xu Tan, Xu Sun, Jiang Bian
2025	—	`conf`	Modeling Interactions Between Stocks Using LLM-Enhanced Graphs for Volume Prediction. COLING Workshops Zhiyu Xu, Yi Liu, Yuchi Wang, Ruihan Bao, Keiko Harimoto, Xu Sun
2025	J	`jnl`	Next Block Prediction: Video Generation via Semi-Autoregressive Modeling. CoRR Shuhuai Ren, Shuming Ma, Xu Sun, Furu Wei
2025	—	`conf`	Proxy Tuning for Financial Sentiment Analysis: Overcoming Data Scarcity and Computational Barriers. COLING Workshops Yuxiang Wang, Yuchi Wang, Yi Liu, Ruihan Bao, Keiko Harimoto, Xu Sun
2025	—	`conf`	PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension. ACL (1) Kun Ouyang, Yuanxin Liu, Shicheng Li, Yi Liu, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun
2025	A*	`conf`	RICO: Improving Accuracy and Completeness in Image Recaptioning via Visual Reconstruction. EMNLP Yuchi Wang, Yishuo Cai, Shuhuai Ren, Sihan Yang, Linli Yao, Yuanxin Liu, Yuanxing Zhang, Pengfei Wan, Xu Sun
2025	J	`jnl`	RICO: Improving Accuracy and Completeness in Image Recaptioning via Visual Reconstruction. CoRR Yuchi Wang, Yishuo Cai, Shuhuai Ren, Sihan Yang, Linli Yao, Yuanxin Liu, Yuanxing Zhang, Pengfei Wan, Xu Sun
2025	J	`jnl`	Rethinking Natural Language Generation with Layer-Wise Multi-View Decoding. ACM Trans. Knowl. Discov. Data Fenglin Liu, Xuancheng Ren, Guangxiang Zhao, Chenyu You, Sherry Ma, Xian Wu, Wei Fan, Xu Sun
2025	J	`jnl`	TEMPLE:Temporal Preference Learning of Video LLMs via Difficulty Scheduling and Pre-SFT Alignment. CoRR Shicheng Li, Lei Li, Kun Ouyang, Shuhuai Ren, Yuanxin Liu, Yuanxing Zhang, Fuzheng Zhang, Lingpeng Kong, Qi Liu, Xu Sun
2025	A*	`conf`	Temporal Reasoning Transfer from Text to Video. ICLR Lei Li, Yuanxin Liu, Linli Yao, Peiyuan Zhang, Chenxin An, Lean Wang, Xu Sun, Lingpeng Kong, Qi Liu
2025	A*	`conf`	TimeChat-Online: 80% Visual Tokens are Naturally Redundant in Streaming Videos. ACM Multimedia Linli Yao, Yicheng Li, Yuancheng Wei, Lei Li, Shuhuai Ren, Yuanxin Liu, Kun Ouyang, Lean Wang, Shicheng Li, Sida Li, Lingpeng Kong, Qi Liu, Yuanxing Zhang, Xu Sun
2025	J	`jnl`	TimeChat-Online: 80% Visual Tokens are Naturally Redundant in Streaming Videos. CoRR Linli Yao, Yicheng Li, Yuancheng Wei, Lei Li, Shuhuai Ren, Yuanxin Liu, Kun Ouyang, Lean Wang, Shicheng Li, Sida Li, Lingpeng Kong, Qi Liu, Yuanxing Zhang, Xu Sun
2025	A*	`conf`	VidTwin: Video VAE with Decoupled Structure and Dynamics. CVPR Yuchi Wang, Junliang Guo, Xinyi Xie, Tianyu He, Xu Sun, Jiang Bian
2024	A*	`conf`	A Survey on In-context Learning. EMNLP 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	J	`jnl`	Auxiliary-Loss-Free Load Balancing Strategy for Mixture-of-Experts. CoRR Lean Wang, Huazuo Gao, Chenggang Zhao, Xu Sun, Damai Dai
2024	J	`jnl`	DeCo: Decoupling Token Compression from Semantic Abstraction in Multimodal Large Language Models. CoRR Linli Yao, Lei Li, Shuhuai Ren, Lean Wang, Yuanxin Liu, Xu Sun, Lu Hou
2024	J	`jnl`	Decentralized Decoupled Training for Federated Long-Tailed Learning. Trans. Mach. Learn. Res. Wenkai Yang, Deli Chen, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun
2024	B	`conf`	Defying Forgetting in Continual Relation Extraction via Batch Spectral Norm Regularization. IJCNN Rundong Gao, Wenkai Yang, Xu Sun
2024	A*	`conf`	Edit As You Wish: Video Caption Editing with Multi-grained User Control. ACM Multimedia Linli Yao, Yuanmeng Zhang, Ziheng Wang, Xinglin Hou, Tiezheng Ge, Yuning Jiang, Xu Sun, Qin Jin
2024	—	`conf`	Enhancing Byzantine-Resistant Aggregations with Client Embedding. EMNLP (Findings) Zhiyuan Zhang, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun
2024	J	`jnl`	InstructAvatar: Text-Guided Emotion and Motion Control for Avatar Generation. CoRR Yuchi Wang, Junliang Guo, Jianhong Bai, Runyi Yu, Tianyu He, Xu Tan, Xu Sun, Jiang Bian
2024	—	`conf`	LaDiC: Are Diffusion Models Really Inferior to Autoregressive Counterparts for Image-to-Text Generation? NAACL-HLT Yuchi Wang, Shuhuai Ren, Rundong Gao, Linli Yao, Qingyan Guo, Kaikai An, Jianhong Bai, Xu Sun
2024	J	`jnl`	LaDiC: Are Diffusion Models Really Inferior to Autoregressive Counterparts for Image-to-Text Generation? CoRR Yuchi Wang, Shuhuai Ren, Rundong Gao, Linli Yao, Qingyan Guo, Kaikai An, Jianhong Bai, Xu Sun
2024	J	`jnl`	Modal-adaptive Knowledge-enhanced Graph-based Financial Prediction from Monetary Policy Conference Calls with LLM. CoRR Kun Ouyang, Yi Liu, Shicheng Li, Ruihan Bao, Keiko Harimoto, Xu Sun
2024	J	`jnl`	PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension. CoRR Kun Ouyang, Yuanxin Liu, Shicheng Li, Yi Liu, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun
2024	—	`conf`	TempCompass: Do Video LLMs Really Understand Videos? ACL (Findings) Yuanxin Liu, Shicheng Li, Yi Liu, Yuxiang Wang, Shuhuai Ren, Lei Li, Sishuo Chen, Xu Sun, Lu Hou
2024	J	`jnl`	TempCompass: Do Video LLMs Really Understand Videos? CoRR Yuanxin Liu, Shicheng Li, Yi Liu, Yuxiang Wang, Shuhuai Ren, Lei Li, Sishuo Chen, Xu Sun, Lu Hou
2024	J	`jnl`	Temporal Reasoning Transfer from Text to Video. CoRR Lei Li, Yuanxin Liu, Linli Yao, Peiyuan Zhang, Chenxin An, Lean Wang, Xu Sun, Lingpeng Kong, Qi Liu
2024	A*	`conf`	TimeChat: A Time-sensitive Multimodal Large Language Model for Long Video Understanding. CVPR Shuhuai Ren, Linli Yao, Shicheng Li, Xu Sun, Lu Hou
2024	A*	`conf`	Towards Codable Watermarking for Injecting Multi-Bits Information to LLMs. ICLR Lean Wang, Wenkai Yang, Deli Chen, Hao Zhou, Yankai Lin, Fandong Meng, Jie Zhou, Xu Sun
2024	J	`jnl`	Towards Multimodal Video Paragraph Captioning Models Robust to Missing Modality. CoRR Sishuo Chen, Lei Li, Shuhuai Ren, Rundong Gao, Yuanxin Liu, Xiaohan Bi, Xu Sun, Lu Hou
2024	—	`conf`	VITATECS: A Diagnostic Dataset for Temporal Concept Understanding of Video-Language Models. ECCV (70) Shicheng Li, Lei Li, Yi Liu, Shuhuai Ren, Yuanxin Liu, Rundong Gao, Xu Sun, Lu Hou
2024	J	`jnl`	VidTwin: Video VAE with Decoupled Structure and Dynamics. CoRR Yuchi Wang, Junliang Guo, Xinyi Xie, Tianyu He, Xu Sun, Jiang Bian
2024	A*	`conf`	Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents. NeurIPS Wenkai Yang, Xiaohan Bi, Yankai Lin, Sishuo Chen, Jie Zhou, Xu Sun
2024	J	`jnl`	Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents. CoRR Wenkai Yang, Xiaohan Bi, Yankai Lin, Sishuo Chen, Jie Zhou, Xu Sun
2023	J	`jnl`	A Survey for In-context Learning. CoRR Qingxiu Dong, Lei Li, Damai Dai, Ce Zheng, Zhiyong Wu, Baobao Chang, Xu Sun, Jingjing Xu, Lei Li, Zhifang Sui
2023	J	`jnl`	A medical multimodal large language model for future pandemics. npj Digit. Medicine Fenglin Liu, Tingting Zhu, Xian Wu, Bang Yang, Chenyu You, Chenyang Wang, Lei Lu, Zhangdaihong Liu, Yefeng Zheng, Xu Sun, Yang Yang, Lei A. Clifton, David A. Clifton
2023	J	`jnl`	ASAT: Adaptively scaled adversarial training in time series. Neurocomputing Zhiyuan Zhang, Wei Li, Ruihan Bao, Keiko Harimoto, Yunfang Wu, Xu Sun
2023	A*	`conf`	Can Language Models Understand Physical Concepts? EMNLP Lei Li, Jingjing Xu, Qingxiu Dong, Ce Zheng, Xu Sun, Lingpeng Kong, Qi Liu
2023	J	`jnl`	Can Language Models Understand Physical Concepts? CoRR Lei Li, Jingjing Xu, Qingxiu Dong, Ce Zheng, Qi Liu, Lingpeng Kong, Xu Sun
2023	—	`conf`	Communication Efficient Federated Learning for Multilingual Neural Machine Translation with Adapter. ACL (Findings) Yi Liu, Xiaohan Bi, Lei Li, Sishuo Chen, Wenkai Yang, Xu Sun
2023	J	`jnl`	Communication Efficient Federated Learning for Multilingual Neural Machine Translation with Adapter. CoRR Yi Liu, Xiaohan Bi, Lei Li, Sishuo Chen, Wenkai Yang, Xu Sun
2023	—	`conf`	Delving into the Openness of CLIP. ACL (Findings) Shuhuai Ren, Lei Li, Xuancheng Ren, Guangxiang Zhao, Xu Sun
2023	—	`conf`	Diffusion Theory as a Scalpel: Detecting and Purifying Poisonous Dimensions in Pre-trained Language Models Caused by Backdoor or Bias. ACL (Findings) Zhiyuan Zhang, Deli Chen, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun
2023	J	`jnl`	Diffusion Theory as a Scalpel: Detecting and Purifying Poisonous Dimensions in Pre-trained Language Models Caused by Backdoor or Bias. CoRR Zhiyuan Zhang, Deli Chen, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun
2023	A*	`conf`	FETV: A Benchmark for Fine-Grained Evaluation of Open-Domain Text-to-Video Generation. NeurIPS Yuanxin Liu, Lei Li, Shuhuai Ren, Rundong Gao, Shicheng Li, Sishuo Chen, Xu Sun, Lu Hou
2023	J	`jnl`	FETV: A Benchmark for Fine-Grained Evaluation of Open-Domain Text-to-Video Generation. CoRR Yuanxin Liu, Lei Li, Shuhuai Ren, Rundong Gao, Shicheng Li, Sishuo Chen, Xu Sun, Lu Hou
2023	A*	`conf`	Fed-FA: Theoretically Modeling Client Data Divergence for Federated Language Backdoor Defense. NeurIPS Zhiyuan Zhang, Deli Chen, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun
2023	—	`conf`	Fine-Tuning Deteriorates General Textual Out-of-Distribution Detection by Distorting Task-Agnostic Features. EACL (Findings) Sishuo Chen, Wenkai Yang, Xiaohan Bi, Xu Sun
2023	J	`jnl`	Fine-Tuning Deteriorates General Textual Out-of-Distribution Detection by Distorting Task-Agnostic Features. CoRR Sishuo Chen, Wenkai Yang, Xiaohan Bi, Xu Sun
2023	J	`jnl`	Incorporating Pre-trained Model Prompting in Multimodal Stock Volume Movement Prediction. CoRR Ruibo Chen, Zhiyuan Zhang, Yi Liu, Ruihan Bao, Keiko Harimoto, Xu Sun
2023	J	`jnl`	Integrating Local Real Data with Global Gradient Prototypes for Classifier Re-Balancing in Federated Long-Tailed Learning. CoRR Wenkai Yang, Deli Chen, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun
2023	A*	`conf`	Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning. EMNLP Lean Wang, Lei Li, Damai Dai, Deli Chen, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun
2023	J	`jnl`	Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning. CoRR Lean Wang, Lei Li, Damai Dai, Deli Chen, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun
2023	J	`jnl`	M CoRR Lei Li, Yuwei Yin, Shicheng Li, Liang Chen, Peiyi Wang, Shuhuai Ren, Mukai Li, Yazheng Yang, Jingjing Xu, Xu Sun, Lingpeng Kong, Qi Liu
2023	—	`conf`	MultiCapCLIP: Auto-Encoding Prompts for Zero-Shot Multilingual Visual Captioning. ACL (1) Bang Yang, Fenglin Liu, Xian Wu, Yaowei Wang, Xu Sun, Yuexian Zou
2023	J	`jnl`	MultiCapCLIP: Auto-Encoding Prompts for Zero-Shot Multilingual Visual Captioning. CoRR Bang Yang, Fenglin Liu, Xian Wu, Yaowei Wang, Xu Sun, Yuexian Zou
2023	A*	`conf`	Prompt Pre-Training with Twenty-Thousand Classes for Open-Vocabulary Visual Recognition. NeurIPS Shuhuai Ren, Aston Zhang, Yi Zhu, Shuai Zhang, Shuai Zheng, Mu Li, Alexander J. Smola, Xu Sun
2023	J	`jnl`	Prompt Pre-Training with Twenty-Thousand Classes for Open-Vocabulary Visual Recognition. CoRR Shuhuai Ren, Aston Zhang, Yi Zhu, Shuai Zhang, Shuai Zheng, Mu Li, Alex Smola, Xu Sun
2023	J	`jnl`	RECALL: A Benchmark for LLMs Robustness against External Counterfactual Knowledge. CoRR Yi Liu, Lianzhe Huang, Shicheng Li, Sishuo Chen, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun
2023	—	`conf`	TESTA: Temporal-Spatial Token Aggregation for Long-form Video-Language Understanding. EMNLP (Findings) Shuhuai Ren, Sishuo Chen, Shicheng Li, Xu Sun, Lu Hou
2023	J	`jnl`	TESTA: Temporal-Spatial Token Aggregation for Long-form Video-Language Understanding. CoRR Shuhuai Ren, Sishuo Chen, Shicheng Li, Xu Sun, Lu Hou
2023	J	`jnl`	TimeChat: A Time-sensitive Multimodal Large Language Model for Long Video Understanding. CoRR Shuhuai Ren, Linli Yao, Shicheng Li, Xu Sun, Lu Hou
2023	J	`jnl`	Towards Codable Text Watermarking for Large Language Models. CoRR Lean Wang, Wenkai Yang, Deli Chen, Hao Zhou, Yankai Lin, Fandong Meng, Jie Zhou, Xu Sun
2023	J	`jnl`	VITATECS: A Diagnostic Dataset for Temporal Concept Understanding of Video-Language Models. CoRR Shicheng Li, Lei Li, Shuhuai Ren, Yuanxin Liu, Yi Liu, Rundong Gao, Xu Sun, Lu Hou
2023	J	`jnl`	When to Trust Aggregated Gradients: Addressing Negative Client Sampling in Federated Learning. CoRR Wenkai Yang, Yankai Lin, Guangxiang Zhao, Peng Li, Jie Zhou, Xu Sun
2023	J	`jnl`	When to Trust Aggregated Gradients: Addressing Negative Client Sampling in Federated Learning. Trans. Mach. Learn. Res. Wenkai Yang, Yankai Lin, Guangxiang Zhao, Peng Li, Jie Zhou, Xu Sun
2022	J	`jnl`	Aligning Source Visual and Target Language Domains for Unpaired Video Captioning. CoRR Fenglin Liu, Xian Wu, Chenyu You, Shen Ge, Yuexian Zou, Xu Sun
2022	J	`jnl`	Aligning Source Visual and Target Language Domains for Unpaired Video Captioning. IEEE Trans. Pattern Anal. Mach. Intell. Fenglin Liu, Xian Wu, Chenyu You, Shen Ge, Yuexian Zou, Xu Sun
2022	J	`jnl`	Alleviating the Knowledge-Language Inconsistency: A Study for Deep Commonsense Knowledge. IEEE ACM Trans. Audio Speech Lang. Process. Yi Zhang, Lei Li, Yunfang Wu, Qi Su, Xu Sun
2022	J	`jnl`	DiMBERT: Learning Vision-Language Grounded Representations with Disentangled Multimodal-Attention. CoRR Fenglin Liu, Xian Wu, Shen Ge, Xuancheng Ren, Wei Fan, Xu Sun, Yuexian Zou
2022	J	`jnl`	DiMBERT: Learning Vision-Language Grounded Representations with Disentangled Multimodal-Attention. ACM Trans. Knowl. Discov. Data Fenglin Liu, Xian Wu, Shen Ge, Xuancheng Ren, Wei Fan, Xu Sun, Yuexian Zou
2022	—	`conf`	Dim-Krum: Backdoor-Resistant Federated Learning for NLP with Dimension-wise Krum-Based Aggregation. EMNLP (Findings) Zhiyuan Zhang, Qi Su, Xu Sun
2022	J	`jnl`	Dim-Krum: Backdoor-Resistant Federated Learning for NLP with Dimension-wise Krum-Based Aggregation. CoRR Zhiyuan Zhang, Qi Su, Xu Sun
2022	—	`conf`	Distributional Correlation-Aware Knowledge Distillation for Stock Trading Volume Prediction. ECML/PKDD (6) Lei Li, Zhiyuan Zhang, Ruihan Bao, Keiko Harimoto, Xu Sun
2022	J	`jnl`	Distributional Correlation-Aware Knowledge Distillation for Stock Trading Volume Prediction. CoRR Lei Li, Zhiyuan Zhang, Ruihan Bao, Keiko Harimoto, Xu Sun
2022	—	`conf`	Expose Backdoors on the Way: A Feature-Based Efficient Defense against Textual Backdoor Attacks. EMNLP (Findings) Sishuo Chen, Wenkai Yang, Zhiyuan Zhang, Xiaohan Bi, Xu Sun
2022	J	`jnl`	Expose Backdoors on the Way: A Feature-Based Efficient Defense against Textual Backdoor Attacks. CoRR Sishuo Chen, Wenkai Yang, Zhiyuan Zhang, Xiaohan Bi, Xu Sun
2022	—	`conf`	Fine-mixing: Mitigating Backdoors in Fine-tuned Language Models. EMNLP (Findings) Zhiyuan Zhang, Lingjuan Lyu, Xingjun Ma, Chenguang Wang, Xu Sun
2022	J	`jnl`	Fine-mixing: Mitigating Backdoors in Fine-tuned Language Models. CoRR Zhiyuan Zhang, Lingjuan Lyu, Xingjun Ma, Chenguang Wang, Xu Sun
2022	—	`conf`	From Mimicking to Integrating: Knowledge Integration for Pre-Trained Language Models. EMNLP (Findings) Lei Li, Yankai Lin, Xuancheng Ren, Guangxiang Zhao, Peng Li, Jie Zhou, Xu Sun
2022	J	`jnl`	From Mimicking to Integrating: Knowledge Integration for Pre-Trained Language Models. CoRR Lei Li, Yankai Lin, Xuancheng Ren, Guangxiang Zhao, Peng Li, Jie Zhou, Xu Sun
2022	A*	`conf`	GA-SAM: Gradient-Strength based Adaptive Sharpness-Aware Minimization for Improved Generalization. EMNLP Zhiyuan Zhang, Ruixuan Luo, Qi Su, Xu Sun
2022	J	`jnl`	GA-SAM: Gradient-Strength based Adaptive Sharpness-Aware Minimization for Improved Generalization. CoRR Zhiyuan Zhang, Ruixuan Luo, Qi Su, Xu Sun
2022	J	`jnl`	Gradient Knowledge Distillation for Pre-trained Language Models. CoRR Lean Wang, Lei Li, Xu Sun
2022	—	`conf`	Hierarchical Inductive Transfer for Continual Dialogue Learning. ACL (Findings) Shaoxiong Feng, Xuancheng Ren, Kan Li, Xu Sun
2022	J	`jnl`	Hierarchical Inductive Transfer for Continual Dialogue Learning. CoRR Shaoxiong Feng, Xuancheng Ren, Kan Li, Xu Sun
2022	—	`conf`	Holistic Sentence Embeddings for Better Out-of-Distribution Detection. EMNLP (Findings) Sishuo Chen, Xiaohan Bi, Rundong Gao, Xu Sun
2022	J	`jnl`	Holistic Sentence Embeddings for Better Out-of-Distribution Detection. CoRR Sishuo Chen, Xiaohan Bi, Rundong Gao, Xu Sun
2022	A*	`conf`	How to Inject Backdoors with Better Consistency: Logit Anchoring on Clean Data. ICLR Zhiyuan Zhang, Lingjuan Lyu, Weiqiang Wang, Lichao Sun, Xu Sun
2022	B	`conf`	Position Offset Label Prediction for Grammatical Error Correction. COLING Xiuyu Wu, Jingsong Yu, Xu Sun, Yunfang Wu
2022	J	`jnl`	Prophet Attention: Predicting Attention with Future Attention for Improved Image Captioning. CoRR Fenglin Liu, Xuewei Ma, Xuancheng Ren, Xian Wu, Wei Fan, Yuexian Zou, Xu Sun
2022	J	`jnl`	Rethinking the Openness of CLIP. CoRR Shuhuai Ren, Lei Li, Xuancheng Ren, Guangxiang Zhao, Xu Sun
2022	A*	`conf`	Rethinking the Promotion Brought by Contrastive Learning to Semi-Supervised Node Classification. IJCAI Deli Chen, Yankai Lin, Lei Li, Xuancheng Ren, Peng Li, Jie Zhou, Xu Sun
2022	A*	`conf`	Retrieve, Reason, and Refine: Generating Accurate and Faithful Patient Instructions. NeurIPS Fenglin Liu, Bang Yang, Chenyu You, Xian Wu, Shen Ge, Zhangdaihong Liu, Xu Sun, Yang Yang, David A. Clifton
2022	J	`jnl`	Retrieve, Reason, and Refine: Generating Accurate and Faithful Patient Instructions. CoRR Fenglin Liu, Bang Yang, Chenyu You, Xian Wu, Shen Ge, Zhangdaihong Liu, Xu Sun, Yang Yang, David A. Clifton
2022	—	`conf`	Stock Trading Volume Prediction with Dual-Process Meta-Learning. ECML/PKDD (6) Ruibo Chen, Wei Li, Zhiyuan Zhang, Ruihan Bao, Keiko Harimoto, Xu Sun
2022	J	`jnl`	Stock Trading Volume Prediction with Dual-Process Meta-Learning. CoRR Ruibo Chen, Wei Li, Zhiyuan Zhang, Ruihan Bao, Keiko Harimoto, Xu Sun
2022	A*	`conf`	Well-Classified Examples Are Underestimated in Classification with Deep Neural Networks. AAAI Guangxiang Zhao, Wenkai Yang, Xuancheng Ren, Lei Li, Yunfang Wu, Xu Sun
2021	—	`conf`	A Global Past-Future Early Exit Method for Accelerating Inference of Pre-trained Language Models. NAACL-HLT Kaiyuan Liao, Yi Zhang, Xuancheng Ren, Qi Su, Xu Sun, Bin He
2021	J	`jnl`	ASAT: Adaptively Scaled Adversarial Training in Time Series. CoRR Zhiyuan Zhang, Wei Li, Ruihan Bao, Keiko Harimoto, Yunfang Wu, Xu Sun
2021	J	`jnl`	Adversarial Parameter Defense by Multi-Step Risk Minimization. CoRR Zhiyuan Zhang, Ruixuan Luo, Xuancheng Ren, Qi Su, Liangyou Li, Xu Sun
2021	J	`jnl`	Adversarial parameter defense by multi-step risk minimization. Neural Networks Zhiyuan Zhang, Ruixuan Luo, Xuancheng Ren, Qi Su, Liangyou Li, Xu Sun
2021	J	`jnl`	Alleviating the Knowledge-Language Inconsistency: A Study for Deep Commonsense Knowledge. CoRR Yi Zhang, Lei Li, Yunfang Wu, Qi Su, Xu Sun
2021	A*	`conf`	Auto-Encoding Knowledge Graph for Unsupervised Medical Report Generation. NeurIPS Fenglin Liu, Chenyu You, Xian Wu, Shen Ge, Sheng Wang, Xu Sun
2021	J	`jnl`	Auto-Encoding Knowledge Graph for Unsupervised Medical Report Generation. CoRR Fenglin Liu, Chenyu You, Xian Wu, Shen Ge, Sheng Wang, Xu Sun
2021	—	`conf`	Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models. NAACL-HLT Wenkai Yang, Lei Li, Zhiyuan Zhang, Xuancheng Ren, Xu Sun, Bin He
2021	J	`jnl`	Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models. CoRR Wenkai Yang, Lei Li, Zhiyuan Zhang, Xuancheng Ren, Xu Sun, Bin He
2021	J	`jnl`	CUGE: A Chinese Language Understanding and Generation Evaluation Benchmark. CoRR Yuan Yao, Qingxiu Dong, Jian Guan, Boxi Cao, Zhengyan Zhang, Chaojun Xiao, Xiaozhi Wang, Fanchao Qi, Junwei Bao, Jinran Nie, Zheni Zeng, Yuxian Gu, Kun Zhou, Xuancheng Huang, Wenhao Li, Shuhuai Ren, Jinliang Lu, Chengqiang Xu, Huadong Wang, Guoyang Zeng, Zile Zhou, Jiajun Zhang, Juanzi Li, Minlie Huang, Rui Yan, Xiaodong He, Xiaojun Wan, Xin Zhao, Xu Sun, Yang Liu, Zhiyuan Liu, Xianpei Han, Erhong Yang, Zhifang Sui, Maosong Sun
2021	—	`conf`	CascadeBERT: Accelerating Inference of Pre-trained Language Models via Calibrated Complete Models Cascade. EMNLP (Findings) Lei Li, Yankai Lin, Deli Chen, Shuhuai Ren, Peng Li, Jie Zhou, Xu Sun
2021	A*	`conf`	Collaborative Group Learning. AAAI Shaoxiong Feng, Hongshen Chen, Xuancheng Ren, Zhuoye Ding, Kan Li, Xu Sun
2021	—	`conf`	Contrastive Attention for Automatic Chest X-ray Report Generation. ACL/IJCNLP (Findings) Fenglin Liu, Changchang Yin, Xian Wu, Shen Ge, Ping Zhang, Xu Sun
2021	J	`jnl`	Contrastive Attention for Automatic Chest X-ray Report Generation. CoRR Fenglin Liu, Changchang Yin, Xian Wu, Shen Ge, Ping Zhang, Xu Sun
2021	—	`conf`	Dynamic Knowledge Distillation for Pre-trained Language Models. EMNLP (1) Lei Li, Yankai Lin, Shuhuai Ren, Peng Li, Jie Zhou, Xu Sun
2021	J	`jnl`	Dynamic Knowledge Distillation for Pre-trained Language Models. CoRR Lei Li, Yankai Lin, Shuhuai Ren, Peng Li, Jie Zhou, Xu Sun
2021	A*	`conf`	EQG-RACE: Examination-Type Question Generation. AAAI Xin Jia, Wenjie Zhou, Xu Sun, Yunfang Wu
2021	A*	`conf`	Exploring the Vulnerability of Deep Neural Networks: A Study of Parameter Corruption. AAAI Xu Sun, Zhiyuan Zhang, Xuancheng Ren, Ruixuan Luo, Liangyou Li
2021	J	`jnl`	How to Inject Backdoors with Better Consistency: Logit Anchoring on Clean Data. CoRR Zhiyuan Zhang, Lingjuan Lyu, Weiqiang Wang, Lichao Sun, Xu Sun
2021	A*	`conf`	KNAS: Green Neural Architecture Search. ICML Jingjing Xu, Liang Zhao, Junyang Lin, Rundong Gao, Xu Sun, Hongxia Yang
2021	J	`jnl`	KNAS: Green Neural Architecture Search. CoRR Jingjing Xu, Liang Zhao, Junyang Lin, Rundong Gao, Xu Sun, Hongxia Yang
2021	—	`conf`	Learning Relation Alignment for Calibrated Cross-modal Retrieval. ACL/IJCNLP (1) Shuhuai Ren, Junyang Lin, Guangxiang Zhao, Rui Men, An Yang, Jingren Zhou, Xu Sun, Hongxia Yang
2021	J	`jnl`	Learning Relation Alignment for Calibrated Cross-modal Retrieval. CoRR Shuhuai Ren, Junyang Lin, Guangxiang Zhao, Rui Men, An Yang, Jingren Zhou, Xu Sun, Hongxia Yang
2021	—	`conf`	Leveraging Word-Formation Knowledge for Chinese Word Sense Disambiguation. EMNLP (Findings) Hua Zheng, Lei Li, Damai Dai, Deli Chen, Tianyu Liu, Xu Sun, Yang Liu
2021	A*	`conf`	Long-term, Short-term and Sudden Event: Trading Volume Movement Prediction with Graph-based Multi-view Modeling. IJCAI Liang Zhao, Wei Li, Ruihan Bao, Keiko Harimoto, Yunfang Wu, Xu Sun
2021	J	`jnl`	Long-term, Short-term and Sudden Event: Trading Volume Movement Prediction with Graph-based Multi-view Modeling. CoRR Liang Zhao, Wei Li, Ruihan Bao, Keiko Harimoto, Yunfang Wu, Xu Sun
2021	J	`jnl`	Model Uncertainty-Aware Knowledge Amalgamation for Pre-Trained Language Models. CoRR Lei Li, Yankai Lin, Xuancheng Ren, Guangxiang Zhao, Peng Li, Jie Zhou, Xu Sun
2021	A*	`conf`	Multi-View Feature Representation for Dialogue Generation with Bidirectional Distillation. AAAI Shaoxiong Feng, Xuancheng Ren, Kan Li, Xu Sun
2021	J	`jnl`	Multi-View Feature Representation for Dialogue Generation with Bidirectional Distillation. CoRR Shaoxiong Feng, Xuancheng Ren, Kan Li, Xu Sun
2021	—	`conf`	Neural Network Surgery: Injecting Data Patterns into Pre-trained Models with Minimal Instance-wise Side Effects. NAACL-HLT Zhiyuan Zhang, Xuancheng Ren, Qi Su, Xu Sun, Bin He
2021	—	`conf`	O2NA: An Object-Oriented Non-Autoregressive Approach for Controllable Video Captioning. ACL/IJCNLP (Findings) Fenglin Liu, Xuancheng Ren, Xian Wu, Bang Yang, Shen Ge, Xu Sun
2021	J	`jnl`	O2NA: An Object-Oriented Non-Autoregressive Approach for Controllable Video Captioning. CoRR Fenglin Liu, Xuancheng Ren, Xian Wu, Bang Yang, Shen Ge, Xu Sun
2021	—	`conf`	RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP Models. EMNLP (1) Wenkai Yang, Yankai Lin, Peng Li, Jie Zhou, Xu Sun
2021	J	`jnl`	RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP Models. CoRR Wenkai Yang, Yankai Lin, Peng Li, Jie Zhou, Xu Sun
2021	—	`conf`	Rethinking Denoised Auto-Encoding in Language Pre-Training. EMNLP (1) Fuli Luo, Pengcheng Yang, Shicheng Li, Xuancheng Ren, Xu Sun, Songfang Huang, Fei Huang
2021	J	`jnl`	Rethinking Skip Connection with Layer Normalization in Transformers and ResNets. CoRR Fenglin Liu, Xuancheng Ren, Zhiyuan Zhang, Xu Sun, Yuexian Zou
2021	—	`conf`	Rethinking Stealthiness of Backdoor Attack against NLP Models. ACL/IJCNLP (1) Wenkai Yang, Yankai Lin, Peng Li, Jie Zhou, Xu Sun
2021	—	`conf`	Text AutoAugment: Learning Compositional Augmentation Policy for Text Classification. EMNLP (1) Shuhuai Ren, Jinchao Zhang, Lei Li, Xu Sun, Jie Zhou
2021	J	`jnl`	Text AutoAugment: Learning Compositional Augmentation Policy for Text Classification. CoRR Shuhuai Ren, Jinchao Zhang, Lei Li, Xu Sun, Jie Zhou
2021	A*	`conf`	Topology-Imbalance Learning for Semi-Supervised Node Classification. NeurIPS Deli Chen, Yankai Lin, Guangxiang Zhao, Xuancheng Ren, Peng Li, Jie Zhou, Xu Sun
2021	J	`jnl`	Topology-Imbalance Learning for Semi-Supervised Node Classification. CoRR Deli Chen, Yankai Lin, Guangxiang Zhao, Xuancheng Ren, Peng Li, Jie Zhou, Xu Sun
2021	A*	`conf`	Towards Semantics-Enhanced Pre-Training: Can Lexicon Definitions Help Learning Sentence Meanings? AAAI Xuancheng Ren, Xu Sun, Houfeng Wang, Qun Liu
2021	—	`conf`	Translation as Cross-Domain Knowledge: Attention Augmentation for Unsupervised Cross-Domain Segmenting and Labeling Tasks. EMNLP (Findings) Ruixuan Luo, Yi Zhang, Sishuo Chen, Xu Sun
2021	J	`jnl`	Well-classified Examples are Underestimated in Classification with Deep Neural Networks. CoRR Guangxiang Zhao, Wenkai Yang, Xuancheng Ren, Lei Li, Xu Sun
2020	J	`jnl`	Accelerating Pre-trained Language Models via Calibrated Cascade. CoRR Lei Li, Yankai Lin, Shuhuai Ren, Deli Chen, Xuancheng Ren, Peng Li, Jie Zhou, Xu Sun
2020	J	`jnl`	CAPT: Contrastive Pre-Training for Learning Denoised Sequence Representations. CoRR Fuli Luo, Pengcheng Yang, Shicheng Li, Xuancheng Ren, Xu Sun
2020	J	`jnl`	Collaborative Group Learning. CoRR Shaoxiong Feng, Hongshen Chen, Xuancheng Ren, Zhuoye Ding, Kan Li, Xu Sun
2020	J	`jnl`	Distance-wise Graph Contrastive Learning. CoRR Deli Chen, Yanyai Lin, Lei Li, Xuancheng Ren, Peng Li, Jie Zhou, Xu Sun
2020	J	`jnl`	EQG-RACE: Examination-Type Question Generation. CoRR Xin Jia, Wenjie Zhou, Xu Sun, Yunfang Wu
2020	J	`jnl`	Exploring and Distilling Cross-Modal Information for Image Captioning. CoRR Fenglin Liu, Xuancheng Ren, Yuanxin Liu, Kai Lei, Xu Sun
2020	J	`jnl`	Exploring the Vulnerability of Deep Neural Networks: A Study of Parameter Corruption. CoRR Xu Sun, Zhiyuan Zhang, Xuancheng Ren, Ruixuan Luo, Liangyou Li
2020	J	`jnl`	Graph-based Multi-hop Reasoning for Long Text Generation. CoRR Liang Zhao, Jingjing Xu, Junyang Lin, Yichang Zhang, Hongxia Yang, Xu Sun
2020	A*	`conf`	How to Ask Good Questions? Try to Leverage Paraphrases. ACL Xin Jia, Wenjie Zhou, Xu Sun, Yunfang Wu
2020	J	`jnl`	Jointly Modeling Aspect and Sentiment with Dynamic Heterogeneous Graph Neural Networks. CoRR Shu Liu, Wei Li, Yunfang Wu, Qi Su, Xu Sun
2020	J	`jnl`	Layer-Wise Cross-View Decoding for Sequence-to-Sequence Learning. CoRR Fenglin Liu, Xuancheng Ren, Guangxiang Zhao, Xu Sun
2020	J	`jnl`	Learning Robust Representation for Clustering through Locality Preserving Variational Discriminative Network. CoRR Ruixuan Luo, Wei Li, Zhiyuan Zhang, Ruihan Bao, Keiko Harimoto, Xu Sun
2020	A*	`conf`	Measuring and Relieving the Over-Smoothing Problem for Graph Neural Networks from the Topological View. AAAI Deli Chen, Yankai Lin, Wei Li, Peng Li, Jie Zhou, Xu Sun
2020	J	`jnl`	Memorized sparse backpropagation. Neurocomputing Zhiyuan Zhang, Pengcheng Yang, Xuancheng Ren, Qi Su, Xu Sun
2020	A*	`conf`	Parallel Data Augmentation for Formality Style Transfer. ACL Yi Zhang, Tao Ge, Xu Sun
2020	J	`jnl`	Parallel Data Augmentation for Formality Style Transfer. CoRR Yi Zhang, Tao Ge, Xu Sun
2020	—	`conf`	Pretrain-KGE: Learning Knowledge Representation from Pretrained Language Models. EMNLP (Findings) Zhiyuan Zhang, Xiaoqian Liu, Yi Zhang, Qi Su, Xu Sun, Bin He
2020	A*	`conf`	Prophet Attention: Predicting Attention with Future Attention. NeurIPS Fenglin Liu, Xuancheng Ren, Xian Wu, Shen Ge, Wei Fan, Yuexian Zou, Xu Sun
2020	J	`jnl`	Query-Variant Advertisement Text Generation with Association Knowledge. CoRR Siyu Duan, Wei Li, Jing Cai, Yancheng He, Yunfang Wu, Xu Sun
2020	C	`conf`	Re-evaluation of Atomic Operations and Graph Coloring for Unstructured Finite Volume GPU Simulations. SBAC-PAD Xi Zhang, Xu Sun, Xiaohu Guo, Yunfei Du, Yutong Lu, Yang Liu
2020	—	`conf`	Regularizing Dialogue Generation by Imitating Implicit Scenarios. EMNLP (1) Shaoxiong Feng, Xuancheng Ren, Hongshen Chen, Bin Sun, Kan Li, Xu Sun
2020	J	`jnl`	Regularizing Dialogue Generation by Imitating Implicit Scenarios. CoRR Shaoxiong Feng, Xuancheng Ren, Hongshen Chen, Bin Sun, Kan Li, Xu Sun
2020	B	`conf`	Rethinking Skip Connection with Layer Normalization. COLING Fenglin Liu, Xuancheng Ren, Zhiyuan Zhang, Xu Sun, Yuexian Zou
2020	J	`jnl`	Training Simplification and Model Simplification for Deep Learning : A Minimal Effort Back Propagation Method. IEEE Trans. Knowl. Data Eng. Xu Sun, Xuancheng Ren, Shuming Ma, Bingzhen Wei, Wei Li, Jingjing Xu, Houfeng Wang, Yi Zhang
2020	A*	`conf`	Visual Agreement Regularized Training for Multi-Modal Machine Translation. AAAI Pengcheng Yang, Boxing Chen, Pei Zhang, Xu Sun
2019	—	`conf`	A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification. ACL (1) Pengcheng Yang, Fuli Luo, Shuming Ma, Junyang Lin, Xu Sun
2019	A*	`conf`	A Dual Reinforcement Learning Framework for Unsupervised Text Style Transfer. IJCAI Fuli Luo, Peng Li, Jie Zhou, Pengcheng Yang, Baobao Chang, Xu Sun, Zhifang Sui
2019	J	`jnl`	A Dual Reinforcement Learning Framework for Unsupervised Text Style Transfer. CoRR Fuli Luo, Peng Li, Jie Zhou, Pengcheng Yang, Baobao Chang, Zhifang Sui, Xu Sun
2019	—	`conf`	A Hierarchical Reinforced Sequence Operation Method for Unsupervised Text Style Transfer. ACL (1) Chen Wu, Xuancheng Ren, Fuli Luo, Xu Sun
2019	J	`jnl`	A Hierarchical Reinforced Sequence Operation Method for Unsupervised Text Style Transfer. CoRR Chen Wu, Xuancheng Ren, Fuli Luo, Xu Sun
2019	—	`conf`	Adaptive Gradient Methods with Dynamic Bound of Learning Rate. ICLR (Poster) Liangchen Luo, Yuanhao Xiong, Yan Liu, Xu Sun
2019	J	`jnl`	Adaptive Gradient Methods with Dynamic Bound of Learning Rate. CoRR Liangchen Luo, Yuanhao Xiong, Yan Liu, Xu Sun
2019	—	`conf`	Aligning Cross-Lingual Entities with Multi-Aspect Information. EMNLP/IJCNLP (1) Hsiu-Wei Yang, Yanyan Zou, Peng Shi, Wei Lu, Jimmy Lin, Xu Sun
2019	J	`jnl`	Aligning Cross-Lingual Entities with Multi-Aspect Information. CoRR Hsiu-Wei Yang, Yanyan Zou, Peng Shi, Wei Lu, Jimmy Lin, Xu Sun
2019	A*	`conf`	Aligning Visual Regions and Textual Concepts for Semantic-Grounded Image Representations. NeurIPS Fenglin Liu, Yuanxin Liu, Xuancheng Ren, Xiaodong He, Xu Sun
2019	J	`jnl`	Aligning Visual Regions and Textual Concepts: Learning Fine-Grained Image Representations for Image Captioning. CoRR Fenglin Liu, Yuanxin Liu, Xuancheng Ren, Kai Lei, Xu Sun
2019	J	`jnl`	An Adaptive and Momental Bound Method for Stochastic Learning. CoRR Jianbang Ding, Xuancheng Ren, Ruixuan Luo, Xu Sun
2019	—	`conf`	Asking Clarification Questions in Knowledge-Based Question Answering. EMNLP/IJCNLP (1) Jingjing Xu, Yuechen Wang, Duyu Tang, Nan Duan, Pengcheng Yang, Qi Zeng, Ming Zhou, Xu Sun
2019	J	`jnl`	Coherent Comment Generation for Chinese Articles with a Graph-to-Sequence Model. CoRR Wei Li, Jingjing Xu, Yancheng He, Shengli Yan, Yunfang Wu, Xu Sun
2019	—	`conf`	Coherent Comments Generation for Chinese Articles with a Graph-to-Sequence Model. ACL (1) Wei Li, Jingjing Xu, Yancheng He, Shengli Yan, Yunfang Wu, Xu Sun
2019	—	`conf`	Cross-Modal Commentator: Automatic Machine Commenting Based on Cross-Modal Information. ACL (1) Pengcheng Yang, Zhihan Zhang, Fuli Luo, Lei Li, Chengyang Huang, Xu Sun
2019	—	`conf`	Enhancing Topic-to-Essay Generation with External Commonsense Knowledge. ACL (1) Pengcheng Yang, Lei Li, Fuli Luo, Tianyu Liu, Xu Sun
2019	J	`jnl`	Explicit Sparse Transformer: Concentrated Attention Through Explicit Selection. CoRR Guangxiang Zhao, Junyang Lin, Zhiyuan Zhang, Xuancheng Ren, Qi Su, Xu Sun
2019	A*	`conf`	Exploring and Distilling Cross-Modal Information for Image Captioning. IJCAI Fenglin Liu, Xuancheng Ren, Yuanxin Liu, Kai Lei, Xu Sun
2019	J	`jnl`	Group, Extract and Aggregate: Summarizing a Large Amount of Finance News for Forex Movement Prediction. CoRR Deli Chen, Shuming Ma, Keiko Harimoto, Ruihan Bao, Qi Su, Xu Sun
2019	—	`conf`	Imitation Learning for Non-Autoregressive Neural Machine Translation. ACL (1) Bingzhen Wei, Mingxuan Wang, Hao Zhou, Junyang Lin, Xu Sun
2019	J	`jnl`	Imitation Learning for Non-Autoregressive Neural Machine Translation. CoRR Bingzhen Wei, Mingxuan Wang, Hao Zhou, Junyang Lin, Xu Sun
2019	J	`jnl`	Improving Node Classification by Co-training Node Pair Classification: A Novel Training Framework for General Graph Neural Networks. CoRR Deli Chen, Xiaoqian Liu, Yankai Lin, Peng Li, Jie Zhou, Qi Su, Xu Sun
2019	J	`jnl`	Incorporating Fine-grained Events in Stock Movement Prediction. CoRR Deli Chen, Yanyan Zou, Keiko Harimoto, Ruihan Bao, Xuancheng Ren, Xu Sun
2019	—	`conf`	Key Fact as Pivot: A Two-Stage Model for Low Resource Table-to-Text Generation. ACL (1) Shuming Ma, Pengcheng Yang, Tianyu Liu, Peng Li, Jie Zhou, Xu Sun
2019	J	`jnl`	Key Fact as Pivot: A Two-Stage Model for Low Resource Table-to-Text Generation. CoRR Shuming Ma, Pengcheng Yang, Tianyu Liu, Peng Li, Jie Zhou, Xu Sun
2019	A*	`conf`	Knowledgeable Storyteller: A Commonsense-Driven Generative Model for Visual Storytelling. IJCAI Pengcheng Yang, Fuli Luo, Peng Chen, Lei Li, Zhiyi Yin, Xiaodong He, Xu Sun
2019	A*	`conf`	Learning Personalized End-to-End Goal-Oriented Dialog. AAAI Liangchen Luo, Wenhao Huang, Qi Zeng, Zaiqing Nie, Xu Sun
2019	—	`conf`	Learning to Control the Fine-grained Sentiment for Story Ending Generation. ACL (1) Fuli Luo, Damai Dai, Pengcheng Yang, Tianyu Liu, Baobao Chang, Zhifang Sui, Xu Sun
2019	—	`conf`	LexicalAT: Lexical-Based Adversarial Reinforcement Training for Robust Sentiment Classification. EMNLP/IJCNLP (1) Jingjing Xu, Liang Zhao, Hanqi Yan, Qi Zeng, Yun Liang, Xu Sun
2019	A*	`conf`	LiveBot: Generating Live Video Comments Based on Visual and Textual Contexts. AAAI Shuming Ma, Lei Cui, Damai Dai, Furu Wei, Xu Sun
2019	—	`conf`	MAAM: A Morphology-Aware Alignment Model for Unsupervised Bilingual Lexicon Induction. ACL (1) Pengcheng Yang, Fuli Luo, Peng Chen, Tianyu Liu, Xu Sun
2019	J	`jnl`	MUSE: Parallel Multi-Scale Attention for Sequence to Sequence Learning. CoRR Guangxiang Zhao, Xu Sun, Jingjing Xu, Zhiyuan Zhang, Liangchen Luo
2019	J	`jnl`	Measuring and Relieving the Over-smoothing Problem for Graph Neural Networks from the Topological View. CoRR Deli Chen, Yankai Lin, Wei Li, Peng Li, Jie Zhou, Xu Sun
2019	J	`jnl`	Memorized Sparse Backpropagation. CoRR Zhiyuan Zhang, Pengcheng Yang, Xuancheng Ren, Xu Sun
2019	J	`jnl`	PKUSEG: A Toolkit for Multi-Domain Chinese Word Segmentation. CoRR Ruixuan Luo, Jingjing Xu, Yi Zhang, Xuancheng Ren, Xu Sun
2019	—	`conf`	Pun-GAN: Generative Adversarial Network for Pun Generation. EMNLP/IJCNLP (1) Fuli Luo, Shunyao Li, Pengcheng Yang, Lei Li, Baobao Chang, Zhifang Sui, Xu Sun
2019	J	`jnl`	Pun-GAN: Generative Adversarial Network for Pun Generation. CoRR Fuli Luo, Shunyao Li, Pengcheng Yang, Lei Li, Baobao Chang, Zhifang Sui, Xu Sun
2019	J	`jnl`	Recursive Graphical Neural Networks for Text Classification. CoRR Wei Li, Shuheng Li, Shuming Ma, Yancheng He, Deli Chen, Xu Sun
2019	J	`jnl`	Regularizing Output Distribution of Abstractive Chinese Social Media Text Summarization for Improved Semantic Consistency. ACM Trans. Asian Low Resour. Lang. Inf. Process. Bingzhen Wei, Xuancheng Ren, Yi Zhang, Xiaoyan Cai, Qi Su, Xu Sun
2019	—	`conf`	Review-Driven Multi-Label Music Style Classification by Exploiting Style Correlations. NAACL-HLT (1) Guangxiang Zhao, Jingjing Xu, Qi Zeng, Xuancheng Ren, Xu Sun
2019	J	`jnl`	Sequence-to-sequence Pre-training with Data Augmentation for Sentence Rewriting. CoRR Yi Zhang, Tao Ge, Furu Wei, Ming Zhou, Xu Sun
2019	—	`conf`	Specificity-Driven Cascading Approach for Unsupervised Sentiment Modification. EMNLP/IJCNLP (1) Pengcheng Yang, Junyang Lin, Jingjing Xu, Jun Xie, Qi Su, Xu Sun
2019	—	`conf`	Towards Fine-grained Text Sentiment Transfer. ACL (1) Fuli Luo, Peng Li, Pengcheng Yang, Jie Zhou, Yutong Tan, Baobao Chang, Zhifang Sui, Xu Sun
2019	J	`jnl`	Towards easier and faster sequence labeling for natural language processing: A search-based probabilistic online learning framework (SAPO). Inf. Sci. Xu Sun, Shuming Ma, Yi Zhang, Xuancheng Ren
2019	A*	`conf`	Understanding and Improving Layer Normalization. NeurIPS Jingjing Xu, Xu Sun, Zhiyuan Zhang, Guangxiang Zhao, Junyang Lin
2019	J	`jnl`	Understanding and Improving Layer Normalization. CoRR Jingjing Xu, Xu Sun, Zhiyuan Zhang, Guangxiang Zhao, Junyang Lin
2019	J	`jnl`	Visual Agreement Regularized Training for Multi-Modal Machine Translation. CoRR Pengcheng Yang, Boxing Chen, Pei Zhang, Xu Sun
2018	B	`conf`	A Chinese Dataset with Negative Full Forms for General Abbreviation Prediction. LREC Yi Zhang, Xu Sun
2018	J	`jnl`	A Deep Reinforced Sequence-to-Set Model for Multi-Label Text Classification. CoRR Pengcheng Yang, Shuming Ma, Yi Zhang, Junyang Lin, Qi Su, Xu Sun
2018	A*	`conf`	A Hierarchical End-to-End Model for Jointly Improving Text Summarization and Sentiment Classification. IJCAI Shuming Ma, Xu Sun, Junyang Lin, Xuancheng Ren
2018	J	`jnl`	A Hierarchical End-to-End Model for Jointly Improving Text Summarization and Sentiment Classification. CoRR Shuming Ma, Xu Sun, Junyang Lin, Xuancheng Ren
2018	B	`conf`	A Neural Question Answering Model Based on Semi-Structured Tables. COLING Hao Wang, Xiaodong Zhang, Shuming Ma, Xu Sun, Houfeng Wang, Mengxiang Wang
2018	A*	`conf`	A Skeleton-Based Model for Promoting Coherence Among Sentences in Narrative Story Generation. EMNLP Jingjing Xu, Xuancheng Ren, Yi Zhang, Qi Zeng, Xiaoyan Cai, Xu Sun
2018	J	`jnl`	A Skeleton-Based Model for Promoting Coherence Among Sentences in Narrative Story Generation. CoRR Jingjing Xu, Xuancheng Ren, Yi Zhang, Qi Zeng, Xiaoyan Cai, Xu Sun
2018	—	`conf`	Accelerating Graph-Based Dependency Parsing with Lock-Free Parallel Perceptron. NLPCC (1) Shuming Ma, Xu Sun, Yi Zhang, Bingzhen Wei
2018	A*	`conf`	An Auto-Encoder Matching Model for Learning Utterance-Level Semantic Dependency in Dialogue Generation. EMNLP Liangchen Luo, Jingjing Xu, Junyang Lin, Qi Zeng, Xu Sun
2018	J	`jnl`	An Auto-Encoder Matching Model for Learning Utterance-Level Semantic Dependency in Dialogue Generation. CoRR Liangchen Luo, Jingjing Xu, Junyang Lin, Qi Zeng, Xu Sun
2018	A*	`conf`	Auto-Dialabel: Labeling Dialogue Data with Unsupervised Learning. EMNLP Chen Shi, Qi Chen, Lei Sha, Sujian Li, Xu Sun, Houfeng Wang, Lintao Zhang
2018	—	`conf`	Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization. ACL (2) Shuming Ma, Xu Sun, Junyang Lin, Houfeng Wang
2018	J	`jnl`	Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization. CoRR Shuming Ma, Xu Sun, Junyang Lin, Houfeng Wang
2018	—	`conf`	Automatic Academic Paper Rating Based on Modularized Hierarchical Convolutional Neural Network. ACL (2) Pengcheng Yang, Xu Sun, Wei Li, Shuming Ma
2018	J	`jnl`	Automatic Academic Paper Rating Based on Modularized Hierarchical Convolutional Neural Network. CoRR Pengcheng Yang, Xu Sun, Wei Li, Shuming Ma
2018	J	`jnl`	Automatic Transferring between Ancient Chinese and Contemporary Chinese. CoRR Zhiyuan Zhang, Wei Li, Xu Sun
2018	—	`conf`	Bag-of-Words as Target for Neural Machine Translation. ACL (2) Shuming Ma, Xu Sun, Yizhong Wang, Junyang Lin
2018	J	`jnl`	Bag-of-Words as Target for Neural Machine Translation. CoRR Shuming Ma, Xu Sun, Yizhong Wang, Junyang Lin
2018	B	`conf`	Building an Ellipsis-aware Chinese Dependency Treebank for Web Text. LREC Xuancheng Ren, Xu Sun, Ji Wen, Bingzhen Wei, Weidong Zhan, Zhiyuan Zhang
2018	J	`jnl`	Building an Ellipsis-aware Chinese Dependency Treebank for Web Text. CoRR Xuancheng Ren, Xu Sun, Ji Wen, Bingzhen Wei, Weidong Zhan, Zhiyuan Zhang
2018	J	`jnl`	Cross-Domain and Semisupervised Named Entity Recognition in Chinese Social Media: A Unified Model. IEEE ACM Trans. Audio Speech Lang. Process. Jingjing Xu, Hangfeng He, Xu Sun, Xuancheng Ren, Sujian Li
2018	J	`jnl`	DP-GAN: Diversity-Promoting Generative Adversarial Network for Generating Informative and Diversified Text. CoRR Jingjing Xu, Xu Sun, Xuancheng Ren, Junyang Lin, Bingzhen Wei, Wei Li
2018	J	`jnl`	Decoding-History-Based Adaptive Control of Attention for Neural Machine Translation. CoRR Junyang Lin, Shuming Ma, Qi Su, Xu Sun
2018	B	`conf`	Deconvolution-Based Global Decoding for Neural Machine Translation. COLING Junyang Lin, Xu Sun, Xuancheng Ren, Shuming Ma, Jinsong Su, Qi Su
2018	J	`jnl`	Deconvolution-Based Global Decoding for Neural Machine Translation. CoRR Junyang Lin, Xu Sun, Xuancheng Ren, Shuming Ma, Jinsong Su, Qi Su
2018	A*	`conf`	Diversity-Promoting GAN: A Cross-Entropy Based Generative Adversarial Network for Diversified Text Generation. EMNLP Jingjing Xu, Xuancheng Ren, Junyang Lin, Xu Sun
2018	B	`conf`	Does Higher Order LSTM Have Better Accuracy for Segmenting and Labeling Sequence Data? COLING Yi Zhang, Xu Sun, Shuming Ma, Yang Yang, Xuancheng Ren
2018	A*	`conf`	Duplicate Question Identification by Integrating FrameNet With Neural Networks. AAAI Xiaodong Zhang, Xu Sun, Houfeng Wang
2018	J	`jnl`	Evaluating Semantic Rationality of a Sentence: A Sememe-Word-Matching Neural Network based on HowNet. CoRR Shu Liu, Jingjing Xu, Xuancheng Ren, Xu Sun
2018	J	`jnl`	Exploration on Generating Traditional Chinese Medicine Prescription from Symptoms with an End-to-End method. CoRR Wei Li, Zheng Yang, Xu Sun
2018	—	`conf`	Global Encoding for Abstractive Summarization. ACL (2) Junyang Lin, Xu Sun, Shuming Ma, Qi Su
2018	J	`jnl`	Global Encoding for Abstractive Summarization. CoRR Junyang Lin, Xu Sun, Shuming Ma, Qi Su
2018	J	`jnl`	Identifying High-Quality Chinese News Comments Based on Multi-Target Text Matching Model. CoRR Deli Chen, Shuming Ma, Pengcheng Yang, Xu Sun
2018	J	`jnl`	Learning Personalized End-to-End Goal-Oriented Dialog. CoRR Liangchen Luo, Wenhao Huang, Qi Zeng, Zaiqing Nie, Xu Sun
2018	A*	`conf`	Learning Sentiment Memories for Sentiment Modification without Parallel Data. EMNLP Yi Zhang, Jingjing Xu, Pengcheng Yang, Xu Sun
2018	J	`jnl`	Learning Sentiment Memories for Sentiment Modification without Parallel Data. CoRR Yi Zhang, Jingjing Xu, Pengcheng Yang, Xu Sun
2018	J	`jnl`	Learning Unsupervised Word Mapping by Maximizing Mean Discrepancy. CoRR Pengcheng Yang, Fuli Luo, Shuangzhi Wu, Jingjing Xu, Dongdong Zhang, Xu Sun
2018	A*	`conf`	Learning When to Concentrate or Divert Attention: Self-Adaptive Attention Temperature for Neural Machine Translation. EMNLP Junyang Lin, Xu Sun, Xuancheng Ren, Muyu Li, Qi Su
2018	J	`jnl`	Learning When to Concentrate or Divert Attention: Self-Adaptive Attention Temperature for Neural Machine Translation. CoRR Junyang Lin, Xu Sun, Xuancheng Ren, Muyu Li, Qi Su
2018	J	`jnl`	LiveBot: Generating Live Video Comments Based on Visual and Textual Contexts. CoRR Shuming Ma, Lei Cui, Damai Dai, Furu Wei, Xu Sun
2018	A*	`conf`	Modeling Scientific Influence for Research Trending Topic Prediction. AAAI Chengyao Chen, Zhitao Wang, Wenjie Li, Xu Sun
2018	—	`conf`	Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation. NAACL-HLT Shuming Ma, Xu Sun, Wei Li, Sujian Li, Wenjie Li, Xuancheng Ren
2018	J	`jnl`	Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation. CoRR Shuming Ma, Xu Sun, Wei Li, Sujian Li, Wenjie Li, Xuancheng Ren
2018	—	`conf`	Question Condensing Networks for Answer Selection in Community Question Answering. ACL (1) Wei Wu, Xu Sun, Houfeng Wang
2018	J	`jnl`	Regularizing Output Distribution of Abstractive Chinese Social Media Text Summarization for Improved Semantic Consistency. CoRR Bingzhen Wei, Xuancheng Ren, Xu Sun, Yi Zhang, Xiaoyan Cai, Qi Su
2018	B	`conf`	SGM: Sequence Generation Model for Multi-label Classification. COLING Pengcheng Yang, Xu Sun, Wei Li, Shuming Ma, Wei Wu, Houfeng Wang
2018	J	`jnl`	SGM: Sequence Generation Model for Multi-label Classification. CoRR Pengcheng Yang, Xu Sun, Wei Li, Shuming Ma, Wei Wu, Houfeng Wang
2018	A*	`conf`	Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification. EMNLP Junyang Lin, Qi Su, Pengcheng Yang, Shuming Ma, Xu Sun
2018	J	`jnl`	Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification. CoRR Junyang Lin, Qi Su, Pengcheng Yang, Shuming Ma, Xu Sun
2018	J	`jnl`	Sememe Prediction: Learning Semantic Knowledge from Unstructured Textual Wiki Descriptions. CoRR Wei Li, Xuancheng Ren, Damai Dai, Yunfang Wu, Houfeng Wang, Xu Sun
2018	—	`conf`	Structure Regularized Neural Network for Entity Relation Classification for Chinese Literature Text. NAACL-HLT (2) Ji Wen, Xu Sun, Xuancheng Ren, Qi Su
2018	J	`jnl`	Structure Regularized Neural Network for Entity Relation Classification for Chinese Literature Text. CoRR Ji Wen, Xu Sun, Xuancheng Ren, Qi Su
2018	J	`jnl`	Tag-Enhanced Tree-Structured Neural Networks for Implicit Discourse Relation Classification. CoRR Yizhong Wang, Sujian Li, Jingfeng Yang, Xu Sun, Houfeng Wang
2018	—	`conf`	Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach. ACL (1) Jingjing Xu, Xu Sun, Qi Zeng, Xiaodong Zhang, Xuancheng Ren, Houfeng Wang, Wenjie Li
2018	J	`jnl`	Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach. CoRR Jingjing Xu, Xu Sun, Qi Zeng, Xuancheng Ren, Xiaodong Zhang, Houfeng Wang, Wenjie Li
2018	J	`jnl`	Unsupervised Machine Commenting with Neural Variational Topic Model. CoRR Shuming Ma, Lei Cui, Furu Wei, Xu Sun
2018	A*	`conf`	simNet: Stepwise Image-Topic Merging Network for Generating Detailed and Comprehensive Image Captions. EMNLP Fenglin Liu, Xuancheng Ren, Yuanxin Liu, Houfeng Wang, Xu Sun
2018	J	`jnl`	simNet: Stepwise Image-Topic Merging Network for Generating Detailed and Comprehensive Image Captions. CoRR Fenglin Liu, Xuancheng Ren, Yuanxin Liu, Houfeng Wang, Xu Sun
2017	J	`jnl`	A Chinese Dataset with Negative Full Forms for General Abbreviation Prediction. CoRR Yi Zhang, Xu Sun
2017	J	`jnl`	A Discourse-Level Named Entity Recognition and Relation Extraction Dataset for Chinese Literature Text. CoRR Jingjing Xu, Ji Wen, Xu Sun, Qi Su
2017	J	`jnl`	A Generic Online Parallel Learning Framework for Large Margin Models. CoRR Shuming Ma, Xu Sun
2017	J	`jnl`	A Semantic Relevance Based Neural Network for Text Summarization and Text Simplification. CoRR Shuming Ma, Xu Sun
2017	A*	`conf`	A Unified Model for Cross-Domain and Semi-Supervised Named Entity Recognition in Chinese Social Media. AAAI Hangfeng He, Xu Sun
2017	—	`conf`	Addressing Domain Adaptation for Chinese Word Segmentation with Global Recurrent Structure. IJCNLP(1) Shen Huang, Xu Sun, Houfeng Wang
2017	—	`conf`	Cascading Multiway Attentions for Document-level Sentiment Classification. IJCNLP(1) Dehong Ma, Sujian Li, Xiaodong Zhang, Houfeng Wang, Xu Sun
2017	J	`jnl`	Complex Structure Leads to Overfitting: A Structure Regularization Decoding Method for Natural Language Processing. CoRR Xu Sun, Weiwei Sun, Shuming Ma, Xuancheng Ren, Yi Zhang, Wenjie Li, Houfeng Wang
2017	J	`jnl`	Deep Stacking Networks for Low-Resource Chinese Word Segmentation with Transfer Learning. CoRR Jingjing Xu, Xu Sun, Sujian Li, Xiaoyan Cai, Bingzhen Wei
2017	J	`jnl`	Does Higher Order LSTM Have Better Accuracy in Chunking and Named Entity Recognition? CoRR Yi Zhang, Xu Sun, Yang Yang
2017	—	`conf`	F-Score Driven Max Margin Neural Network for Named Entity Recognition in Chinese Social Media. EACL (2) Hangfeng He, Xu Sun
2017	J	`jnl`	Hybrid Oracle: Making Use of Ambiguity in Transition-based Chinese Dependency Parsing. CoRR Xuancheng Ren, Xu Sun
2017	—	`conf`	Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization. ACL (2) Shuming Ma, Xu Sun, Jingjing Xu, Houfeng Wang, Wenjie Li, Qi Su
2017	J	`jnl`	Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization. CoRR Shuming Ma, Xu Sun, Jingjing Xu, Houfeng Wang, Wenjie Li, Qi Su
2017	J	`jnl`	Label Embedding Network: Learning Label Representation for Soft Training of Deep Networks. CoRR Xu Sun, Bingzhen Wei, Xuancheng Ren, Shuming Ma
2017	J	`jnl`	Lock-Free Parallel Perceptron for Graph-based Dependency Parsing. CoRR Xu Sun, Shuming Ma
2017	J	`jnl`	Minimal Effort Back Propagation for Convolutional Neural Networks. CoRR Bingzhen Wei, Xu Sun, Xuancheng Ren, Jingjing Xu
2017	—	`conf`	Tag-Enhanced Tree-Structured Neural Networks for Implicit Discourse Relation Classification. IJCNLP(1) Yizhong Wang, Sujian Li, Jingfeng Yang, Xu Sun, Houfeng Wang
2017	J	`jnl`	Training Simplification and Model Simplification for Deep Learning: A Minimal Effort Back Propagation Method. CoRR Xu Sun, Xuancheng Ren, Shuming Ma, Bingzhen Wei, Wei Li, Houfeng Wang
2017	—	`conf`	Transfer Deep Learning for Low-Resource Chinese Word Segmentation with a Novel Neural Network. NLPCC Jingjing Xu, Shuming Ma, Yi Zhang, Bingzhen Wei, Xiaoyan Cai, Xu Sun
2017	J	`jnl`	Transfer Learning for Low-Resource Chinese Word Segmentation with a Novel Neural Network. CoRR Jingjing Xu, Xu Sun
2017	A*	`conf`	meProp: Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting. ICML Xu Sun, Xuancheng Ren, Shuming Ma, Houfeng Wang
2017	J	`jnl`	meProp: Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting. CoRR Xu Sun, Xuancheng Ren, Shuming Ma, Houfeng Wang
2016	J	`jnl`	A New Recurrent Neural CRF for Learning Non-linear Edge Features. CoRR Shuming Ma, Xu Sun
2016	B	`conf`	Asynchronous Parallel Learning for Neural Networks and Structured Models with Dense Features. COLING Xu Sun
2016	—	`conf`	Dependency-based Gated Recursive Neural Network for Chinese Word Segmentation. ACL (2) Jingjing Xu, Xu Sun
2016	J	`jnl`	F-Score Driven Max Margin Neural Network for Named Entity Recognition in Chinese Social Media. CoRR Hangfeng He, Xu Sun
2016	—	`conf`	Knowledge-Based Semantic Embedding for Machine Translation. ACL (1) Chen Shi, Shujie Liu, Shuo Ren, Shi Feng, Mu Li, Ming Zhou, Xu Sun, Houfeng Wang
2015	A*	`conf`	Multi-label Text Categorization with Joint Learning Predictions-as-Features Method. EMNLP Li Li, Houfeng Wang, Xu Sun, Baobao Chang, Shi Zhao, Lei Sha
2015	J	`jnl`	Towards Shockingly Easy Structured Classification: A Search-based Probabilistic Online Learning Framework. CoRR Xu Sun
2014	A*	`conf`	Coarse-grained Candidate Generation and Fine-grained Re-ranking for Chinese Abbreviation Prediction. EMNLP Longkai Zhang, Houfeng Wang, Xu Sun
2014	J	`jnl`	Exact Decoding on Latent Variable Conditional Models is NP-Hard. CoRR Xu Sun
2014	J	`jnl`	Feature-Frequency-Adaptive On-line Training for Fast and Accurate Natural Language Processing. Comput. Linguistics Xu Sun, Wenjie Li, Houfeng Wang, Qin Lu
2014	A*	`conf`	Predicting Chinese Abbreviations with Minimum Semantic Unit and Global Constraints. EMNLP Longkai Zhang, Li Li, Houfeng Wang, Xu Sun
2014	—	`conf`	Structure Regularization for Structured Prediction. NIPS Xu Sun
2014	J	`jnl`	Structure Regularization for Structured Prediction: Theories and Experiments. CoRR Xu Sun
2013	A	`conf`	A unified graph model for personalized query-oriented reference paper recommendation. CIKM Fanqi Meng, Dehong Gao, Wenjie Li, Xu Sun, Yuexian Hou
2013	A*	`conf`	Exploring Representations from Unlabeled Data with Co-training for Chinese Word Segmentation. EMNLP Longkai Zhang, Houfeng Wang, Xu Sun, Mairgup Mansur
2013	B	`conf`	Generalized Abbreviation Prediction with Negative Full Forms and Its Application on Improving Chinese Web Search. IJCNLP Xu Sun, Wenjie Li, Fanqi Meng, Houfeng Wang
2013	J	`jnl`	Large-Scale Personalized Human Activity Recognition Using Online Multitask Learning. IEEE Trans. Knowl. Data Eng. Xu Sun, Hisashi Kashima, Naonori Ueda
2013	J	`jnl`	Latent Structured Perceptrons for Large-Scale Learning with Hidden Information. IEEE Trans. Knowl. Data Eng. Xu Sun, Takuya Matsuzaki, Wenjie Li
2013	J	`jnl`	Learning Abbreviations from Chinese and English Terms by Modeling Non-Local Information. ACM Trans. Asian Lang. Inf. Process. Xu Sun, Naoaki Okazaki, Jun'ichi Tsujii, Houfeng Wang
2013	J	`jnl`	Probabilistic Chinese word segmentation with non-local information and stochastic training. Inf. Process. Manag. Xu Sun, Yao-Zhong Zhang, Takuya Matsuzaki, Yoshimasa Tsuruoka, Jun'ichi Tsujii
2012	—	`conf`	Fast Online Training with Frequency-Adaptive Learning Rates for Chinese Word Segmentation and New Word Detection. ACL (1) Xu Sun, Houfeng Wang, Wenjie Li
2012	A	`conf`	Fast multi-task learning for query spelling correction. CIKM Xu Sun, Anshumali Shrivastava, Ping Li
2012	—	`conf`	Query spelling correction using multi-task learning. WWW (Companion Volume) Xu Sun, Anshumali Shrivastava, Ping Li
2011	A*	`conf`	A New Multi-task Learning Method for Personalized Activity Recognition. ICDM Xu Sun, Hisashi Kashima, Ryota Tomioka, Naonori Ueda, Ping Li
2011	—	`conf`	Large Scale Real-Life Action Recognition Using Conditional Random Fields with Stochastic Training. PAKDD (2) Xu Sun, Hisashi Kashima, Ryota Tomioka, Naonori Ueda
2010	B	`conf`	A Large Scale Ranker-Based System for Search Query Spelling Correction. COLING Jianfeng Gao, Xiaolong Li, Daniel Micol, Chris Quirk, Xu Sun
2010	A*	`conf`	Averaged Stochastic Gradient Descent with Feedback: An Accurate, Robust, and Fast Training Method. ICDM Xu Sun, Hisashi Kashima, Takuya Matsuzaki, Naonori Ueda
2010	A*	`conf`	Learning Phrase-Based Spelling Error Models from Clickthrough Data. ACL Xu Sun, Jianfeng Gao, Daniel Micol, Chris Quirk
2009	—	`conf`	A Discriminative Latent Variable Chinese Segmenter with Hybrid Word/Character Information. HLT-NAACL Xu Sun, Yao-Zhong Zhang, Takuya Matsuzaki, Yoshimasa Tsuruoka, Jun'ichi Tsujii
2009	A*	`conf`	Latent Variable Perceptron Algorithm for Structured Classification. IJCAI Xu Sun, Takuya Matsuzaki, Daisuke Okanohara, Jun'ichi Tsujii
2009	—	`conf`	Robust Approach to Abbreviating Terms: A Discriminative Latent Variable Model with Global Information. ACL/IJCNLP Xu Sun, Naoaki Okazaki, Jun'ichi Tsujii
2009	A	`conf`	Sequential Labeling with Latent Variables: An Exact Inference Algorithm and its Efficient Approximation. EACL Xu Sun, Jun'ichi Tsujii
2008	B	`conf`	Modeling Latent-Dynamic in Shallow Parsing: A Latent Conditional Model with Imrpoved Inference. COLING Xu Sun, Louis-Philippe Morency, Daisuke Okanohara, Yoshimasa Tsuruoka, Jun'ichi Tsujii
2008	J	`jnl`	Predicting Chinese Abbreviations from Definitions: An Empirical Learning Approach Using Support Vector Regression. J. Comput. Sci. Technol. Xu Sun, Houfeng Wang, Bo Wang
2007	C	`conf`	Word Clustering for Collocation-Based Word Sense Disambiguation. CICLing Peng Jin, Xu Sun, Yunfang Wu, Shiwen Yu
2006	—	`conf`	Chinese Abbreviation Identification Using Abbreviation-Template Features and Context Information. ICCPOL Xu Sun, Houfeng Wang
2006	B	`conf`	Chinese Abbreviation-Definition Identification: A SVM Approach Using Context Information. PRICAI Xu Sun, Houfeng Wang, Yu Zhang