Sinno Jialin Pan

184 papers A* 76A 9B 3C 3Misc 1Journal 71Unranked 17

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Beyond Speedup - Utilizing KV Cache for Sampling and Reasoning. CoRR Zeyu Xing, Xing Li, Hui-Ling Zhen, Mingxuan Yuan, Sinno Jialin Pan
2026	J	`jnl`	Boosting Time-Series Domain Adaptation via A Time-Frequency Consensus Framework. IEEE Trans. Artif. Intell. Wenmian Yang, Mohamed Ragab, Min Wu, Sinno Jialin Pan, Guosheng Lin, Weijia Jia, Zhenghua Chen
2026	J	`jnl`	MemDLM: Memory-Enhanced DLM Training. CoRR Zehua Pei, Hui-Ling Zhen, Weizhe Lin, Sinno Jialin Pan, Yunhe Wang, Mingxuan Yuan, Bei Yu
2025	J	`jnl`	A Virtual-Label-Based Hierarchical Domain Adaptation Method for Time-Series Classification. IEEE Trans. Neural Networks Learn. Syst. Wenmian Yang, Lizhi Cheng, Mohamed Ragab, Min Wu, Sinno Jialin Pan, Zhenghua Chen
2025	A*	`conf`	Beyond Self-Interest: How Group Strategies Reshape Content Creation in Recommendation Platforms? ICML Yaolong Yu, Fan Yao, Sinno Jialin Pan
2025	J	`jnl`	CMoE: Fast Carving of Mixture-of-Experts for Efficient LLM Inference. CoRR Zehua Pei, Lancheng Zou, Hui-Ling Zhen, Xianzhi Yu, Wulong Liu, Sinno Jialin Pan, Mingxuan Yuan, Bei Yu
2025	A*	`conf`	KVTuner: Sensitivity-Aware Layer-Wise Mixed-Precision KV Cache Quantization for Efficient and Nearly Lossless LLM Inference. ICML Xing Li, Zeyu Xing, Yiming Li, Linping Qu, Hui-Ling Zhen, Yiwu Yao, Wulong Liu, Sinno Jialin Pan, Mingxuan Yuan
2025	J	`jnl`	KVTuner: Sensitivity-Aware Layer-wise Mixed Precision KV Cache Quantization for Efficient and Nearly Lossless LLM Inference. CoRR Xing Li, Zeyu Xing, Yiming Li, Linping Qu, Hui-Ling Zhen, Wulong Liu, Yiwu Yao, Sinno Jialin Pan, Mingxuan Yuan
2025	J	`jnl`	MetaDefense: Defending Finetuning-based Jailbreak Attack Before and During Generation. CoRR Weisen Jiang, Sinno Jialin Pan
2025	A*	`conf`	Parameter and Memory Efficient Pretraining via Low-rank Riemannian Optimization. ICLR Zhanfeng Mo, Long-Kai Huang, Sinno Jialin Pan
2025	J	`jnl`	PreMoe: Lightening MoEs on Constrained Memory by Expert Pruning and Retrieval. CoRR Zehua Pei, Yingchun Zhang, Hui-Ling Zhen, Xianzhi Yu, Wulong Liu, Sinno Jialin Pan, Mingxuan Yuan, Bei Yu
2025	A*	`conf`	Probabilistic Neural Pruning via Sparsity Evolutionary Fokker-Planck-Kolmogorov Equation. ICLR Zhanfeng Mo, Haosen Shi, Sinno Jialin Pan
2025	—	`conf`	Reinforcing Compositional Retrieval: Retrieving Step-by-Step for Composing Informative Contexts. ACL (Findings) Quanyu Long, Jianda Chen, Zhengyuan Liu, Nancy F. Chen, Wenya Wang, Sinno Jialin Pan
2025	J	`jnl`	Reinforcing Compositional Retrieval: Retrieving Step-by-Step for Composing Informative Contexts. CoRR Quanyu Long, Jianda Chen, Zhengyuan Liu, Nancy F. Chen, Wenya Wang, Sinno Jialin Pan
2025	J	`jnl`	SCOPE: Prompt Evolution for Enhancing Agent Effectiveness. CoRR Zehua Pei, Hui-Ling Zhen, Shixiong Kai, Sinno Jialin Pan, Yunhe Wang, Mingxuan Yuan, Bei Yu
2024	A*	`conf`	A Diffusion Model with State Estimation for Degradation-Blind Inverse Imaging. AAAI Liya Ji, Zhefan Rao, Sinno Jialin Pan, Chenyang Lei, Qifeng Chen
2024	J	`jnl`	Backdoor Attacks on Dense Passage Retrievers for Disseminating Misinformation. CoRR Quanyu Long, Yue Deng, Leilei Gan, Wenya Wang, Sinno Jialin Pan
2024	J	`jnl`	Collaborative Sequential Recommendations via Multi-view GNN-transformers. ACM Trans. Inf. Syst. Tianze Luo, Yong Liu, Sinno Jialin Pan
2024	C	`conf`	Convergence Analysis of Inexact Over-relaxed ADMM via Dissipativity Theory. ACML Qiang Zhou, Sinno Jialin Pan
2024	J	`jnl`	Does In-Context Learning Really Learn? Rethinking How Large Language Models Respond and Solve Tasks via In-Context Learning. CoRR Quanyu Long, Yin Wu, Wenya Wang, Sinno Jialin Pan
2024	J	`jnl`	Fast Graph Generation via Spectral Diffusion. IEEE Trans. Pattern Anal. Mach. Intell. Tianze Luo, Zhanfeng Mo, Sinno Jialin Pan
2024	J	`jnl`	FuseGPT: Learnable Layers Fusion of Generative Pre-trained Transformers. CoRR Zehua Pei, Hui-Ling Zhen, Xianzhi Yu, Sinno Jialin Pan, Mingxuan Yuan, Bei Yu
2024	A*	`conf`	Graph Principal Flow Network for Conditional Graph Generation. WWW Zhanfeng Mo, Tianze Luo, Sinno Jialin Pan
2024	A*	`conf`	Improving the Generalization of Unseen Crowd Behaviors for Reinforcement Learning based Local Motion Planners. ICRA Wen Zheng Terence Ng, Jianda Chen, Sinno Jialin Pan, Tianwei Zhang
2024	J	`jnl`	Improving the Generalization of Unseen Crowd Behaviors for Reinforcement Learning based Local Motion Planners. CoRR Wen Zheng Terence Ng, Jianda Chen, Sinno Jialin Pan, Tianwei Zhang
2024	J	`jnl`	Large Language Models Know What Makes Exemplary Contexts. CoRR Quanyu Long, Jianda Chen, Wenya Wang, Sinno Jialin Pan
2024	A*	`conf`	Learning Adaptive Multiresolution Transforms via Meta-Framelet-based Graph Convolutional Network. ICLR Tianze Luo, Zhanfeng Mo, Sinno Jialin Pan
2024	A*	`conf`	Multilingual Jailbreak Challenges in Large Language Models. ICLR Yue Deng, Wenxuan Zhang, Sinno Jialin Pan, Lidong Bing
2024	J	`jnl`	Overcoming Negative Transfer by Online Selection: Distant Domain Adaptation for Fault Diagnosis. CoRR Ziyan Wang, Mohamed Ragab, Wenmian Yang, Min Wu, Sinno Jialin Pan, Jie Zhang, Zhenghua Chen
2024	J	`jnl`	Overcoming Negative Transfer by Online Selection: Distant Domain Adaptation for Fault Diagnosis. IEEE Trans. Instrum. Meas. Ziyan Wang, Mohamed Ragab, Wenmian Yang, Min Wu, Sinno Jialin Pan, Jie Zhang, Zhenghua Chen
2024	—	`conf`	Sentiment Analysis in the Era of Large Language Models: A Reality Check. NAACL-HLT (Findings) Wenxuan Zhang, Yue Deng, Bing Liu, Sinno Jialin Pan, Lidong Bing
2024	A*	`conf`	State Chrono Representation for Enhancing Generalization in Reinforcement Learning. NeurIPS Jianda Chen, Wen Zheng Terence Ng, Zichen Chen, Sinno Jialin Pan, Tianwei Zhang
2024	J	`jnl`	State Chrono Representation for Enhancing Generalization in Reinforcement Learning. CoRR Jianda Chen, Wen Zheng Terence Ng, Zichen Chen, Sinno Jialin Pan, Tianwei Zhang
2023	A	`conf`	A Tutorial on Domain Generalization. WSDM Jindong Wang, Haoliang Li, Sinno Jialin Pan, Xing Xie
2023	A*	`conf`	Adapt in Contexts: Retrieval-Augmented Domain Adaptation via In-Context Learning. EMNLP Quanyu Long, Wenya Wang, Sinno Jialin Pan
2023	J	`jnl`	Adapt in Contexts: Retrieval-Augmented Domain Adaptation via In-Context Learning. CoRR Quanyu Long, Wenya Wang, Sinno Jialin Pan
2023	—	`conf`	Bidirectional Generative Framework for Cross-domain Aspect-based Sentiment Analysis. ACL (1) Yue Deng, Wenxuan Zhang, Sinno Jialin Pan, Lidong Bing
2023	J	`jnl`	Bidirectional Generative Framework for Cross-domain Aspect-based Sentiment Analysis. CoRR Yue Deng, Wenxuan Zhang, Sinno Jialin Pan, Lidong Bing
2023	J	`jnl`	Clustered Task-Aware Meta-Learning by Learning From Learning Paths. IEEE Trans. Pattern Anal. Mach. Intell. Danni Peng, Sinno Jialin Pan
2023	A*	`conf`	Deep Multitask Learning with Progressive Parameter Sharing. ICCV Haosen Shi, Shen Ren, Tianwei Zhang, Sinno Jialin Pan
2023	A*	`conf`	Distribution-Regularized Federated Learning on Non-IID Data. ICDE Yansheng Wang, Yongxin Tong, Zimu Zhou, Ruisheng Zhang, Sinno Jialin Pan, Lixin Fan, Qiang Yang
2023	J	`jnl`	Multilingual Jailbreak Challenges in Large Language Models. CoRR Yue Deng, Wenxuan Zhang, Sinno Jialin Pan, Lidong Bing
2023	A*	`conf`	Pruning via Sparsity-indexed ODE: a Continuous Sparsity Viewpoint. ICML Zhanfeng Mo, Haosen Shi, Sinno Jialin Pan
2023	A*	`conf`	Retaining Beneficial Information from Detrimental Data for Neural Network Repair. NeurIPS Long-Kai Huang, Peilin Zhao, Junzhou Huang, Sinno Jialin Pan
2023	A*	`conf`	SOUL: Towards Sentiment and Opinion Understanding of Language. EMNLP Yue Deng, Wenxuan Zhang, Sinno Jialin Pan, Lidong Bing
2023	J	`jnl`	SOUL: Towards Sentiment and Opinion Understanding of Language. CoRR Yue Deng, Wenxuan Zhang, Sinno Jialin Pan, Lidong Bing
2023	J	`jnl`	Sentiment Analysis in the Era of Large Language Models: A Reality Check. CoRR Wenxuan Zhang, Yue Deng, Bing Liu, Sinno Jialin Pan, Lidong Bing
2023	A*	`conf`	Trustworthy Machine Learning: Robustness, Generalization, and Interpretability. KDD Jindong Wang, Haoliang Li, Haohan Wang, Sinno Jialin Pan, Xing Xie
2022	A	`conf`	Convergence Analysis of Linear Coupling with Inexact Proximal Operator. UAI Qiang Zhou, Sinno Jialin Pan
2022	—	`conf`	Deep Inductive Logic Reasoning for Multi-Hop Reading Comprehension. ACL (1) Wenya Wang, Sinno Jialin Pan
2022	—	`conf`	Domain Confused Contrastive Learning for Unsupervised Domain Adaptation. NAACL-HLT Quanyu Long, Tianze Luo, Wenya Wang, Sinno Jialin Pan
2022	J	`jnl`	Domain Confused Contrastive Learning for Unsupervised Domain Adaptation. CoRR Quanyu Long, Tianze Luo, Wenya Wang, Sinno Jialin Pan
2022	J	`jnl`	Fast Graph Generation via Spectral Diffusion. CoRR Tianze Luo, Zhanfeng Mo, Sinno Jialin Pan
2022	A*	`conf`	Learning Generalizable Representations for Reinforcement Learning via Adaptive Meta-learner of Behavioral Similarities. ICLR Jianda Chen, Sinno Jialin Pan
2022	J	`jnl`	Learning Generalizable Representations for Reinforcement Learning via Adaptive Meta-learner of Behavioral Similarities. CoRR Jianda Chen, Sinno Jialin Pan
2022	J	`jnl`	Learning Gradient-based Mixup towards Flatter Minima for Domain Generalization. CoRR Danni Peng, Sinno Jialin Pan
2022	A*	`conf`	Learning Representations via a Robust Behavioral Metric for Deep Reinforcement Learning. NeurIPS Jianda Chen, Sinno Jialin Pan
2022	B	`conf`	Modeling Trajectories with Multi-task Learning. MDM Kaijun Liu, Sijie Ruan, Qianxiong Xu, Cheng Long, Nan Xiao, Nan Hu, Liang Yu, Sinno Jialin Pan
2022	J	`jnl`	On Acceleration for Convex Composite Minimization with Noise-Corrupted Gradients and Approximate Proximal Mapping. J. Mach. Learn. Res. Qiang Zhou, Sinno Jialin Pan
2022	J	`jnl`	Semantic-Discriminative Mixup for Generalizable Sensor-based Cross-domain Activity Recognition. CoRR Wang Lu, Jindong Wang, Yiqiang Chen, Sinno Jialin Pan, Chunyu Hu, Xin Qin
2022	J	`jnl`	Semantic-Discriminative Mixup for Generalizable Sensor-based Cross-domain Activity Recognition. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Wang Lu, Jindong Wang, Yiqiang Chen, Sinno Jialin Pan, Chunyu Hu, Xin Qin
2021	A	`conf`	AdaRNN: Adaptive Learning and Forecasting of Time Series. CIKM Yuntao Du, Jindong Wang, Wenjie Feng, Sinno Jialin Pan, Tao Qin, Renjun Xu, Chongjun Wang
2021	J	`jnl`	AdaRNN: Adaptive Learning and Forecasting of Time Series. CoRR Yuntao Du, Jindong Wang, Wenjie Feng, Sinno Jialin Pan, Tao Qin, Renjun Xu, Chongjun Wang
2021	A*	`conf`	EnhanceNet: Plugin Neural Networks for Enhancing Correlated Time Series Forecasting. ICDE Razvan-Gabriel Cirstea, Tung Kieu, Chenjuan Guo, Bin Yang, Sinno Jialin Pan
2021	A*	`conf`	Latent Independent Excitation for Generalizable Sensor-based Cross-Person Activity Recognition. AAAI Hangwei Qian, Sinno Jialin Pan, Chunyan Miao
2021	A	`conf`	Learning an Adaptive Meta Model-Generator for Incrementally Updating Recommender Systems. RecSys Danni Peng, Sinno Jialin Pan, Jie Zhang, Anxiang Zeng
2021	J	`jnl`	Learning an Adaptive Meta Model-Generator for Incrementally Updating Recommender Systems. CoRR Danni Peng, Sinno Jialin Pan, Jie Zhang, Anxiang Zeng
2021	A*	`conf`	Mitigating Performance Saturation in Neural Marked Point Processes: Architectures and Loss Functions. KDD Tianbo Li, Tianze Luo, Yiping Ke, Sinno Jialin Pan
2021	J	`jnl`	Mitigating Performance Saturation in Neural Marked Point Processes: Architectures and Loss Functions. CoRR Tianbo Li, Tianze Luo, Yiping Ke, Sinno Jialin Pan
2021	A*	`conf`	Sequential Generative Exploration Model for Partially Observable Reinforcement Learning. AAAI Haiyan Yin, Jianda Chen, Sinno Jialin Pan, Sebastian Tschiatschek
2021	A*	`conf`	Towards Faster Deep Collaborative Filtering via Hierarchical Decision Networks. AAAI Yu Chen, Sinno Jialin Pan
2021	J	`jnl`	Variational Deep Logic Network for Joint Inference of Entities and Relations. Comput. Linguistics Wenya Wang, Sinno Jialin Pan
2021	J	`jnl`	Weakly-Supervised Cross-Domain Road Scene Segmentation via Multi-Level Curriculum Adaptation. IEEE Trans. Circuits Syst. Video Technol. Fengmao Lv, Guosheng Lin, Peng Liu, Guowu Yang, Sinno Jialin Pan, Lixin Duan
2021	J	`jnl`	Weakly-supervised sensor-based activity segmentation and recognition via learning from distributions. Artif. Intell. Hangwei Qian, Sinno Jialin Pan, Chunyan Miao
2020	—	`ed.`	Advances in Knowledge Discovery and Data Mining - 24th Pacific-Asia Conference, PAKDD 2020, Singapore, May 11-14, 2020, Proceedings, Part I PAKDD (1) Hady W. Lauw, Raymond Chi-Wing Wong, Alexandros Ntoulas, Ee-Peng Lim, See-Kiong Ng, Sinno Jialin Pan
2020	—	`ed.`	Advances in Knowledge Discovery and Data Mining - 24th Pacific-Asia Conference, PAKDD 2020, Singapore, May 11-14, 2020, Proceedings, Part II PAKDD (2) Hady W. Lauw, Raymond Chi-Wing Wong, Alexandros Ntoulas, Ee-Peng Lim, See-Kiong Ng, Sinno Jialin Pan
2020	A*	`conf`	Communication-Efficient Distributed PCA by Riemannian Optimization. ICML Long-Kai Huang, Sinno Jialin Pan
2020	J	`jnl`	Communication-efficient distributed multi-task learning with matrix sparsity regularization. Mach. Learn. Qiang Zhou, Yu Chen, Sinno Jialin Pan
2020	—	`conf`	Deep Weighted MaxSAT for Aspect-based Opinion Extraction. EMNLP (1) Meixi Wu, Wenya Wang, Sinno Jialin Pan
2020	J	`jnl`	Heterogeneous Domain Adaptation via Nonlinear Matrix Factorization. IEEE Trans. Neural Networks Learn. Syst. Haoliang Li, Sinno Jialin Pan, Shiqi Wang, Alex C. Kot
2020	A*	`conf`	Integrating Deep Learning with Logic Fusion for Information Extraction. AAAI Wenya Wang, Sinno Jialin Pan
2020	C	`ed.`	Proceedings of The 12th Asian Conference on Machine Learning, ACML 2020, 18-20 November 2020, Bangkok, Thailand. ACML Sinno Jialin Pan, Masashi Sugiyama
2020	J	`jnl`	Reinforcement Learning with Efficient Active Feature Acquisition. CoRR Haiyan Yin, Yingzhen Li, Sinno Jialin Pan, Cheng Zhang, Sebastian Tschiatschek
2020	A*	`conf`	Storage Efficient and Dynamic Flexible Runtime Channel Pruning via Deep Reinforcement Learning. NeurIPS Jianda Chen, Shangyu Chen, Sinno Jialin Pan
2020	A*	`conf`	Transfer Value Iteration Networks. AAAI Junyi Shen, Hankz Hankui Zhuo, Jin Xu, Bin Zhong, Sinno Jialin Pan
2019	A*	`conf`	A Novel Distribution-Embedded Neural Network for Sensor-Based Activity Recognition. IJCAI Hangwei Qian, Sinno Jialin Pan, Bingshui Da, Chunyan Miao
2019	J	`jnl`	A deep learning framework for Hybrid Heterogeneous Transfer Learning. Artif. Intell. Joey Tianyi Zhou, Sinno Jialin Pan, Ivor W. Tsang
2019	A*	`conf`	Accelerate Learning of Deep Hashing With Gradient Attention. ICCV Long-Kai Huang, Jianda Chen, Sinno Jialin Pan
2019	A*	`conf`	Cooperative Pruning in Cross-Domain Deep Neural Network Compression. IJCAI Shangyu Chen, Wenya Wang, Sinno Jialin Pan
2019	A*	`conf`	Deep Neural Network Quantization via Layer-Wise Optimization Using Limited Training Data. AAAI Shangyu Chen, Wenya Wang, Sinno Jialin Pan
2019	A*	`conf`	Distribution-Based Semi-Supervised Learning for Activity Recognition. AAAI Hangwei Qian, Sinno Jialin Pan, Chunyan Miao
2019	A*	`conf`	Heterogeneous Transfer Learning via Deep Matrix Completion with Adversarial Kernel Embedding. AAAI Haoliang Li, Sinno Jialin Pan, Renjie Wan, Alex C. Kot
2019	J	`jnl`	Integrating Deep Learning with Logic Fusion for Information Extraction. CoRR Wenya Wang, Sinno Jialin Pan
2019	J	`jnl`	Learning-Based Outdoor Localization Exploiting Crowd-Labeled WiFi Hotspots. IEEE Trans. Mob. Comput. Jin Wang, Jun Luo, Sinno Jialin Pan, Aixin Sun
2019	A*	`conf`	MetaQuant: Learning to Quantize by Learning to Penetrate Non-differentiable Quantization. NeurIPS Shangyu Chen, Wenya Wang, Sinno Jialin Pan
2019	J	`jnl`	Multi-class Heterogeneous Domain Adaptation. J. Mach. Learn. Res. Joey Tianyi Zhou, Ivor W. Tsang, Sinno Jialin Pan, Mingkui Tan
2019	J	`jnl`	Syntactically Meaningful and Transferable Recursive Neural Networks for Aspect and Opinion Extraction. Comput. Linguistics Wenya Wang, Sinno Jialin Pan
2019	J	`jnl`	Transfer Value Iteration Networks. CoRR Junyi Shen, Hankz Hankui Zhuo, Jin Xu, Bin Zhong, Sinno Jialin Pan
2019	A*	`conf`	Transferable Interactive Memory Network for Domain Adaptation in Fine-Grained Opinion Extraction. AAAI Wenya Wang, Sinno Jialin Pan
2018	J	`jnl`	Analysis With Histogram of Connectivity: For Automated Evaluation of Piping Layout. IEEE Trans Autom. Sci. Eng. Wei-Chian Tan, I-Ming Chen, Sinno Jialin Pan, Hoon Kiang Tan
2018	J	`jnl`	Counting via LED sensing: Inferring occupancy using lighting infrastructure. Pervasive Mob. Comput. Yanbing Yang, Jun Luo, Jie Hao, Sinno Jialin Pan
2018	A*	`conf`	Data Poisoning Attacks on Multi-Task Relationship Learning. AAAI Mengchen Zhao, Bo An, Yaodong Yu, Sulin Liu, Sinno Jialin Pan
2018	—	`conf`	Domain Adaptive Semantic Segmentation Through Structure Enhancement. ECCV Workshops (2) Fengmao Lv, Qing Lian, Guowu Yang, Guosheng Lin, Sinno Jialin Pan, Lixin Duan
2018	A*	`conf`	Domain Generalization With Adversarial Feature Learning. CVPR Haoliang Li, Sinno Jialin Pan, Shiqi Wang, Alex C. Kot
2018	A*	`conf`	Hashing over Predicted Future Frames for Informed Exploration of Deep Reinforcement Learning. IJCAI Haiyan Yin, Jianda Chen, Sinno Jialin Pan
2018	J	`jnl`	Memory networks for fine-grained opinion mining. Artif. Intell. Wenya Wang, Sinno Jialin Pan, Daniel Dahlmeier
2018	—	`conf`	Recursive Neural Structural Correspondence Network for Cross-domain Aspect and Opinion Co-Extraction. ACL (1) Wenya Wang, Sinno Jialin Pan
2018	A*	`conf`	SC2Net: Sparse LSTMs for Sparse Coding. AAAI Joey Tianyi Zhou, Kai Di, Jiawei Du, Xi Peng, Hao Yang, Sinno Jialin Pan, Ivor W. Tsang, Yong Liu, Zheng Qin, Rick Siow Mong Goh
2018	A*	`conf`	Sensor-Based Activity Recognition via Learning From Distributions. AAAI Hangwei Qian, Sinno Jialin Pan, Chunyan Miao
2018	J	`jnl`	Supervised Representation Learning with Double Encoding-Layer Autoencoder for Transfer Learning. ACM Trans. Intell. Syst. Technol. Fuzhen Zhuang, Xiaohu Cheng, Ping Luo, Sinno Jialin Pan, Qing He
2018	—	`conf`	Transfer Learning with PipNet: For Automated Visual Analysis of Piping Design. CASE Wei-Chian Tan, I-Ming Chen, Dimitrios Pantazis, Sinno Jialin Pan
2018	A*	`conf`	Transition-based Adversarial Network for Cross-lingual Aspect Extraction. IJCAI Wenya Wang, Sinno Jialin Pan
2017	J	`jnl`	A Unified Framework for Metric Transfer Learning. IEEE Trans. Knowl. Data Eng. Yonghui Xu, Sinno Jialin Pan, Hui Xiong, Qingyao Wu, Ronghua Luo, Huaqing Min, Hengjie Song
2017	J	`jnl`	A unified framework of active transfer learning for cross-system recommendation. Artif. Intell. Lili Zhao, Sinno Jialin Pan, Qiang Yang
2017	A*	`conf`	Adaptive Group Sparse Multi-task Learning via Trace Lasso. IJCAI Sulin Liu, Sinno Jialin Pan
2017	A*	`conf`	CeilingSee: Device-free occupancy inference through lighting infrastructure based LED sensing. PerCom Yanbing Yang, Jie Hao, Jun Luo, Sinno Jialin Pan
2017	A	`conf`	Communication-Efficient Distributed Primal-Dual Algorithm for Saddle Point Problem. UAI Yaodong Yu, Sulin Liu, Sinno Jialin Pan
2017	A*	`conf`	Coupled Multi-Layer Attentions for Co-Extraction of Aspect and Opinion Terms. AAAI Wenya Wang, Sinno Jialin Pan, Daniel Dahlmeier, Xiaokui Xiao
2017	A*	`conf`	Distant Domain Transfer Learning. AAAI Ben Tan, Yu Zhang, Sinno Jialin Pan, Qiang Yang
2017	A*	`conf`	Distributed Multi-Task Relationship Learning. KDD Sulin Liu, Sinno Jialin Pan, Qirong Ho
2017	J	`jnl`	Hashing Over Predicted Future Frames for Informed Exploration of Deep Reinforcement Learning. CoRR Haiyan Yin, Sinno Jialin Pan
2017	A*	`conf`	Knowledge Transfer for Deep Reinforcement Learning with Hierarchical Experience Replay. AAAI Haiyan Yin, Sinno Jialin Pan
2017	—	`conf`	Learning to Prune Deep Neural Networks via Layer-wise Optimal Brain Surgeon. NIPS Xin Dong, Shangyu Chen, Sinno Jialin Pan
2017	J	`jnl`	Learning to Prune Deep Neural Networks via Layer-wise Optimal Brain Surgeon. CoRR Xin Dong, Shangyu Chen, Sinno Jialin Pan
2017	J	`jnl`	Multi-task Coupled Attentions for Category-specific Aspect and Opinion Terms Co-extraction. CoRR Wenya Wang, Sinno Jialin Pan, Daniel Dahlmeier
2017	A*	`conf`	WOLoc: WiFi-only outdoor localization using crowdsensed hotspot labels. INFOCOM Jin Wang, Nicholas Tan, Jun Luo, Sinno Jialin Pan
2016	—	`conf`	Automated design evaluation on layout of Piping and Instrumentation Diagram using Histogram of Connectivity. CASE Wei-Chian Tan, I-Ming Chen, Sinno Jialin Pan, Hoon Kiang Tan
2016	A*	`conf`	Class-Wise Supervised Hashing with Label Embedding and Active Bits. IJCAI Long-Kai Huang, Sinno Jialin Pan
2016	A*	`conf`	Collaborative Evolution for User Profiling in Recommender Systems. IJCAI Zhongqi Lu, Sinno Jialin Pan, Yong Li, Jie Jiang, Qiang Yang
2016	J	`jnl`	Distributed Multi-task Relationship Learning. CoRR Sulin Liu, Sinno Jialin Pan, Qirong Ho
2016	A	`conf`	Ensemble of Anchor Adapters for Transfer Learning. CIKM Fuzhen Zhuang, Ping Luo, Sinno Jialin Pan, Hui Xiong, Qing He
2016	J	`jnl`	HYDRA: Massively Compositional Model for Cross-Project Defect Prediction. IEEE Trans. Software Eng. Xin Xia, David Lo, Sinno Jialin Pan, Nachiappan Nagappan, Xinyu Wang
2016	A*	`conf`	Matrix Factorization+ for Movie Recommendation. IJCAI Lili Zhao, Zhongqi Lu, Sinno Jialin Pan, Qiang Yang
2016	A*	`conf`	Recursive Neural Conditional Random Fields for Aspect-based Sentiment Analysis. EMNLP Wenya Wang, Sinno Jialin Pan, Daniel Dahlmeier, Xiaokui Xiao
2016	J	`jnl`	Recursive Neural Conditional Random Fields for Aspect-based Sentiment Analysis. CoRR Wenya Wang, Sinno Jialin Pan, Daniel Dahlmeier, Xiaokui Xiao
2016	A*	`conf`	Transfer Hashing with Privileged Information. IJCAI Joey Tianyi Zhou, Xinxing Xu, Sinno Jialin Pan, Ivor W. Tsang, Zheng Qin, Rick Siow Mong Goh
2016	J	`jnl`	Transfer Hashing with Privileged Information. CoRR Joey Tianyi Zhou, Xinxing Xu, Sinno Jialin Pan, Ivor W. Tsang, Zheng Qin, Rick Siow Mong Goh
2016	A*	`conf`	Transfer Learning for Cross-Language Text Categorization through Active Correspondences Construction. AAAI Joey Tianyi Zhou, Sinno Jialin Pan, Ivor W. Tsang, Shen-Shyang Ho
2015	A	`conf`	Heterogeneous Multi-task Semantic Feature Learning for Classification. CIKM Xin Jin, Fuzhen Zhuang, Sinno Jialin Pan, Changying Du, Ping Luo, Qing He
2015	A*	`conf`	Short and Sparse Text Topic Modeling via Self-Aggregation. IJCAI Xiaojun Quan, Chunyu Kit, Yong Ge, Sinno Jialin Pan
2015	A*	`conf`	Supervised Representation Learning: Transfer Learning with Deep Autoencoders. IJCAI Fuzhen Zhuang, Xiaohu Cheng, Ping Luo, Sinno Jialin Pan, Qing He
2015	—	`ch.`	The Pareto Principle Is Everywhere: Finding Informative Sentences for Opinion Summarization Through Leader Detection. Recommendation and Search in Social Networks Linhong Zhu, Sheng Gao, Sinno Jialin Pan, Haizhou Li, Dingxiong Deng, Cyrus Shahabi
2014	J	`jnl`	Adaptation Regularization: A General Framework for Transfer Learning. IEEE Trans. Knowl. Data Eng. Mingsheng Long, Jianmin Wang, Guiguang Ding, Sinno Jialin Pan, Philip S. Yu
2014	A*	`conf`	Exploiting Social Relations and Sentiment for Stock Prediction. EMNLP Jianfeng Si, Arjun Mukherjee, Bing Liu, Sinno Jialin Pan, Qing Li, Huayi Li
2014	J	`jnl`	Extended Spectral Regression for efficient scene recognition. Pattern Recognit. Liyuan Li, Weixun Goh, Joo-Hwee Lim, Sinno Jialin Pan
2014	A	`conf`	Heterogeneous Domain Adaptation for Multiple Classes. AISTATS Joey Tianyi Zhou, Ivor W. Tsang, Sinno Jialin Pan, Mingkui Tan
2014	A*	`conf`	Hybrid Heterogeneous Transfer Learning through Deep Learning. AAAI Joey Tianyi Zhou, Sinno Jialin Pan, Ivor W. Tsang, Yan Yan
2014	A*	`conf`	Riemannian Pursuit for Big Matrix Recovery. ICML Mingkui Tan, Ivor W. Tsang, Li Wang, Bart Vandereycken, Sinno Jialin Pan
2014	J	`jnl`	Semi-supervised Domain Adaptation on Manifolds. IEEE Trans. Neural Networks Learn. Syst. Li Cheng, Sinno Jialin Pan
2014	A*	`conf`	Source Free Transfer Learning for Text Classification. AAAI Zhongqi Lu, Yin Zhu, Sinno Jialin Pan, Evan Wei Xiang, Yujing Wang, Qiang Yang
2014	—	`conf`	Transfer Learning with Multiple Sources via Consensus Regularized Autoencoders. ECML/PKDD (3) Fuzhen Zhuang, Xiaohu Cheng, Sinno Jialin Pan, Wenchao Yu, Qing He, Zhongzhi Shi
2014	—	`ch.`	Transfer Learning. Data Classification: Algorithms and Applications Sinno Jialin Pan
2013	A*	`conf`	Active Transfer Learning for Cross-System Recommendation. AAAI Lili Zhao, Sinno Jialin Pan, Evan Wei Xiang, Erheng Zhong, Zhongqi Lu, Qiang Yang
2013	B	`conf`	Graph-based informative-sentence selection for opinion summarization. ASONAM Linhong Zhu, Sheng Gao, Sinno Jialin Pan, Haizhou Li, Dingxiong Deng, Cyrus Shahabi
2013	A	`conf`	Predicting user activity level in social networks. CIKM Yin Zhu, Erheng Zhong, Sinno Jialin Pan, Xiao Wang, Minzhe Zhou, Qiang Yang
2013	A*	`conf`	Transfer defect learning. ICSE Jaechang Nam, Sinno Jialin Pan, Sunghun Kim
2013	J	`jnl`	Transfer joint embedding for cross-domain named entity recognition. ACM Trans. Inf. Syst. Sinno Jialin Pan, Zhiqiang Toh, Jian Su
2013	—	`conf`	Transfer learning with applications on text, sensors and images. MLIS@IJCAI Sinno Jialin Pan
2012	—	`conf`	Cross-Domain Co-Extraction of Sentiment and Topic Lexicons. ACL (1) Fangtao Li, Sinno Jialin Pan, Ou Jin, Qiang Yang, Xiaoyan Zhu
2012	A*	`conf`	Multi-domain active learning for text classification. KDD Lianghao Li, Xiaoming Jin, Sinno Jialin Pan, Jian-Tao Sun
2012	C	`conf`	Multi-view Positive and Unlabeled Learning. ACML Joey Tianyi Zhou, Sinno Jialin Pan, Qi Mao, Ivor W. Tsang
2012	J	`jnl`	Tracking Mobile Users in Wireless Networks via Semi-Supervised Colocalization. IEEE Trans. Pattern Anal. Mach. Intell. Jeffrey Junfeng Pan, Sinno Jialin Pan, Jie Yin, Lionel M. Ni, Qiang Yang
2011	B	`conf`	A Unified Event Coreference Resolution by Integrating Multiple Resolvers. IJCNLP Bin Chen, Jian Su, Sinno Jialin Pan, Chew Lim Tan
2011	—	`conf`	Artificial neural network based intracranial pressure mean forecast algorithm for medical decision support. EMBC Feng Zhang, Mengling Feng, Sinno Jialin Pan, Liang Yu Loy, Wenyuan Guo, Zhuo Zhang, Pei Loon Chin, Cuntai Guan, Nicolas Kon Kam King, Beng Ti Ang
2011	J	`jnl`	Domain Adaptation via Transfer Component Analysis. IEEE Trans. Neural Networks Sinno Jialin Pan, Ivor W. Tsang, James T. Kwok, Qiang Yang
2011	A*	`conf`	Heterogeneous Transfer Learning for Image Classification. AAAI Yin Zhu, Yuqiang Chen, Zhongqi Lu, Sinno Jialin Pan, Gui-Rong Xue, Yong Yu, Qiang Yang
2011	J	`jnl`	Multitask Learning for Protein Subcellular Location Prediction. IEEE ACM Trans. Comput. Biol. Bioinform. Qian Xu, Sinno Jialin Pan, Hannah Hong Xue, Qiang Yang
2011	A*	`conf`	Source-Selection-Free Transfer Learning. IJCAI Evan Wei Xiang, Sinno Jialin Pan, Weike Pan, Jian Su, Qiang Yang
2010	J	`jnl`	A Survey on Transfer Learning. IEEE Trans. Knowl. Data Eng. Sinno Jialin Pan, Qiang Yang
2010	A*	`conf`	Adaptive Transfer Learning. AAAI Bin Cao, Sinno Jialin Pan, Yu Zhang, Dit-Yan Yeung, Qiang Yang
2010	A*	`conf`	Cross-domain sentiment classification via spectral feature alignment. WWW Sinno Jialin Pan, Xiaochuan Ni, Jian-Tao Sun, Qiang Yang, Zheng Chen
2009	A*	`conf`	Domain Adaptation via Transfer Component Analysis. IJCAI Sinno Jialin Pan, Ivor W. Tsang, James T. Kwok, Qiang Yang
2009	—	`conf`	Knowledge Transfer among Heterogeneous Information Networks. ICDM Workshops Evan Wei Xiang, Nathan Nan Liu, Sinno Jialin Pan, Qiang Yang
2008	A*	`conf`	Digital Wall: A Power-efficient Solution for Location-based Data Sharing. PerCom Jeffrey Junfeng Pan, Sinno Jialin Pan, Vincent Wenchen Zheng, Qiang Yang
2008	J	`jnl`	Estimating Location Using Wi-Fi. IEEE Intell. Syst. Qiang Yang, Sinno Jialin Pan, Vincent Wenchen Zheng
2008	Misc	`conf`	Real world activity recognition with multiple goals. UbiComp Derek Hao Hu, Sinno Jialin Pan, Vincent Wenchen Zheng, Nathan Nan Liu, Qiang Yang
2008	A*	`conf`	Transfer Learning via Dimensionality Reduction. AAAI Sinno Jialin Pan, James T. Kwok, Qiang Yang
2008	A*	`conf`	Transferring Localization Models across Space. AAAI Sinno Jialin Pan, Dou Shen, Qiang Yang, James T. Kwok
2008	A*	`conf`	Transferring Multi-device Localization Models using Latent Multi-task Learning. AAAI Vincent Wenchen Zheng, Sinno Jialin Pan, Qiang Yang, Jeffrey Junfeng Pan
2007	A*	`conf`	Adaptive Localization in a Dynamic WiFi Environment through Multi-view Learning. AAAI Sinno Jialin Pan, James T. Kwok, Qiang Yang, Jeffrey Junfeng Pan
2007	A*	`conf`	Domain-constrained semi-supervised mining of tracking models in sensor networks. KDD Rong Pan, Junhui Zhao, Vincent Wenchen Zheng, Jeffrey Junfeng Pan, Dou Shen, Sinno Jialin Pan, Qiang Yang
2007	J	`jnl`	Mining competent case bases for case-based reasoning. Artif. Intell. Rong Pan, Qiang Yang, Sinno Jialin Pan
2007	A*	`conf`	Online Co-Localization in Indoor Wireless Networks by Dimension Reduction. AAAI Jeffrey Junfeng Pan, Qiang Yang, Sinno Jialin Pan
2005	—	`conf`	Preprocessing Time Series Data for Classification with Application to CRM. Australian Conference on Artificial Intelligence Yiming Yang, Qiang Yang, Wei Lu, Sinno Jialin Pan, Rong Pan, Chenhui Lu, Lei Li, Zhenxing Qin