| 2026 | AAAI | Relative Advantage Debiasing for Watch-Time Prediction in Short-Video Recommendation. | Emily Liu, Kuan Han, Minfeng Zhan, Bocheng Zhao, Guanyu Mu, Yang Song |
| 2026 | AAAI | Principles2Plan: LLM-Guided System for Operationalising Ethical Principles into Plans. | Tammy Zhong, Yang Song, Maurice Pagnucco |
| 2026 | ACL | PACE: Prefix-Protected and Difficulty-Aware Compression for Efficient Reasoning. | Ruixiang Feng, Yuntao Wen, Silin Zhou, Ke Shi, Yifan Wang, Ran Le, Zhenwei An, Zongchao Chen, Chen Yang, Guangyue Peng, Yiming Jia, Dongsheng Wang, Tao Zhang, Lisi Chen, Yang Song, Shen Gao, Shuo Shang |
| 2026 | ACL | IPS: In-Prompt Process Supervision for Short Video Content Moderation. | Mingchao Liu, Yu Sun, Ruixiao Sun, Xin Dong, Xiang Shen, Hongwei Wang, Hongyu Xiong, Yang Song |
| 2026 | DASFAA | Diversified Top-k Optimal Routes with Collective Spatial Keywords in Road Networks. | Qiulin An, Jiajia Li, Yang Song, Lei Li, Chengcheng Chen, Linlin Ding |
| 2026 | EACL | Reasoning's Razor: Reasoning Improves Accuracy but Hurts Recall at Critical Operating Points in Safety and Hallucination Detection. | Atoosa Malemir Chegini, Hamid Kazemi, Garrett Souza, Maria Safi, Yang Song, Samy Bengio, Sinead Williamson, Mehrdad Farajtabar |
| 2025 | AAAI | Preference-Oriented Supervised Fine-Tuning: Favoring Target Model over Aligned Large Language Models. | Yuchen Fan, Yuzhong Hong, Qiushi Wang, Junwei Bao, Hongfei Jiang, Yang Song |
| 2025 | AAAI | Granularity-Adaptive Spatial Evidence Tokenization for Video Question Answering. | Hao Jiang, Yang Jin, Zhicheng Sun, Kun Xu, Kun Xu, Liwei Chen, Yang Song, Kun Gai, Yadong Mu |
| 2025 | AAAI | GRPose: Learning Graph Relations for Human Image Generation with Pose Priors. | Xiangchen Yin, Donglin Di, Lei Fan, Hao Li, Wei Chen, Gouxiao Fei, Yang Song, Xiao Sun, Xun Yang |
| 2025 | AAAI | Trigger3: Refining Query Correction via Adaptive Model Selector. | Kepu Zhang, Zhongxiang Sun, Xiao Zhang, Xiaoxue Zang, Kai Zheng, Yang Song, Jun Xu |
| 2025 | ACL | KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph. | Jinhao Jiang, Kun Zhou, Xin Zhao, Yang Song, Chen Zhu, Hengshu Zhu, Ji-Rong Wen |
| 2025 | AISTATS | Structure based SAT dataset for analysing GNN generalisation. | Yi Fu, Anthony Tompkins, Yang Song, Maurice Pagnucco |
| 2025 | CIKM | Multi-Turn Interactions for Text-to-SQL with Large Language Models. | Guanming Xiong, Junwei Bao, Hongfei Jiang, Yang Song, Wen Zhao |
| 2025 | CVPR | MANTA: A Large-Scale Multi-View and Visual-Text Anomaly Detection Dataset for Tiny Objects. | Lei Fan, Dongdong Fan, Zhiguang Hu, Yiwen Ding, Donglin Di, Kai Yi, Maurice Pagnucco, Yang Song |
| 2025 | CVPR | PEACE: Empowering Geologic Map Holistic Understanding with MLLMs. | Yangyu Huang, Tianyi Gao, Haoran Xu, Qihao Zhao, Yang Song, Zhipeng Gui, Tengchao Lv, Hao Chen, Lei Cui, Scarlett Li, Furu Wei |
| 2025 | CVPR | Prototype-Based Image Prompting for Weakly Supervised Histopathological Image Segmentation. | Qingchen Tang, Lei Fan, Maurice Pagnucco, Yang Song |
| 2025 | CVPR | Improving Diffusion Inverse Problem Solving with Decoupled Noise Annealing. | Bingliang Zhang, Wenda Chu, Julius Berner, Chenlin Meng, Anima Anandkumar, Yang Song |
| 2025 | CVPR | Interpretable Image Classification via Non-parametric Part Prototype Learning. | Zhijie Zhu, Lei Fan, Maurice Pagnucco, Yang Song |
| 2025 | ECAI | IPBA: Imperceptible Perturbation Backdoor Attack in Federated Self-Supervised Learning. | Jiayao Wang, Yang Song, Zhendong Zhao, Jiale Zhang, Junwu Zhu, Qilin Wu, Dongfang Zhao |
| 2025 | EMNLP | From Long Videos to Engaging Clips: A Human-Inspired Video Editing Framework with Multimodal Narrative Understanding. | Xiangfeng Wang, Xiao Li, Yadong Wei, Xueyu Song, Yang Song, Xiaoqiang Xia, Fangrui Zeng, Zaiyi Chen, Liu Liu, Gu Xu, Tong Xu |
| 2025 | EMNLP | Reasoning-Enhanced Domain-Adaptive Pretraining of Multimodal Large Language Models for Short Video Content Governance. | Zixuan Wang, Yu Sun, Hongwei Wang, Baoyu Jing, Xiang Shen, Xin Dong, Zhuolin Hao, Hongyu Xiong, Yang Song |
| 2025 | EMNLP | Following the Autoregressive Nature of LLM Embeddings via Compression and Alignment. | Jingcheng Deng, Zhongtao Jiang, Liang Pang, Zihao Wei, Liwei Chen, Kun Xu, Yang Song, Huawei Shen, Xueqi Cheng |
| 2025 | EMNLP | Temporal Alignment of Time Sensitive Facts with Activation Engineering. | Sanjay Govindan, Maurice Pagnucco, Yang Song |
| 2025 | EMNLP | Lock on Target! Precision Unlearning via Directional Control. | Yuntao Wen, Ruixiang Feng, Feng Guo, Yifan Wang, Ran Le, Yang Song, Shen Gao, Shuo Shang |
| 2025 | EuroSys | FastIOV: Fast Startup of Passthrough Network I/O Virtualization for Secure Containers. | Yunzhuo Liu, Junchen Guo, Bo Jiang, Yang Song, Pengyu Zhang, Rong Wen, Biao Lyu, Shunmin Zhu, Xinbing Wang |
| 2025 | ICASSP | Enhancing Change Detection in Remote Sensing: Integrating Synthetic Data with Semi-Supervised Learning. | Yafei Luo, Erik Meijering, Yang Song |
| 2025 | ICCV | AIM 2025 Rip Current Segmentation (RipSeg) Challenge Report. | Andrei Dumitriu, Florin Miron, Florin Tatui, Radu Tudor Ionescu, Radu Timofte, Aakash Ralhan, Florin-Alexandru Vasluianu, Shenyang Qian, Mitchell Harley, Imran Razzak, Yang Song, Pu Luo, Yumei Li, Cong Xu, Jinming Chai, Kexin Zhang, Licheng Jiao, Lingling Li, Siqi Yu, Chao Zhang, Kehuan Song, Fang Liu, Puhua Chen, Xu Liu, Jin Hu, Jinyang Xu, Biao Liu |
| 2025 | ICCV | Salvaging the Overlooked: Leveraging Class-Aware Contrastive Learning for Multi-Class Anomaly Detection. | Lei Fan, Junjie Huang, Donglin Di, Anyang Su, Tianyou Song, Maurice Pagnucco, Yang Song |
| 2025 | ICIS | Navigating Paradox in AI Governance: An Agent-Based Simulation of AI Efficiency and Compliance Dynamics. | Haruki Yamashita, Yao Shi, Judith Gebauer, Yang Song |
| 2025 | ICLR | Can a Large Language Model be a Gaslighter? | Wei Li, Luyao Zhu, Yang Song, Ruixi Lin, Rui Mao, Yang You |
| 2025 | ICLR | Mix-CPT: A Domain Adaptation Framework via Decoupling Knowledge Learning and Format Alignment. | Jinhao Jiang, Junyi Li, Xin Zhao, Yang Song, Tao Zhang, Ji-Rong Wen |
| 2025 | ICLR | Pyramidal Flow Matching for Efficient Video Generative Modeling. | Yang Jin, Zhicheng Sun, Ningyuan Li, Kun Xu, Hao Jiang, Nan Zhuang, Quzhe Huang, Yang Song, Yadong Mu, Zhouchen Lin |
| 2025 | ICLR | Making Transformer Decoders Better Differentiable Indexers. | Wuchao Li, Kai Zheng, Defu Lian, Qi Liu, Wentian Bao, Yunen Yu, Yang Song, Han Li, Kun Gai |
| 2025 | ICLR | RecFlow: An Industrial Full Flow Recommendation Dataset. | Qi Liu, Kai Zheng, Rui Huang, Wuchao Li, Kuo Cai, Yuan Chai, Yanan Niu, Yiqun Hui, Bing Han, Na Mou, Hongning Wang, Wentian Bao, Yunen Yu, Guorui Zhou, Han Li, Yang Song, Defu Lian, Kun Gai |
| 2025 | ICLR | Simplifying, Stabilizing and Scaling Continuous-time Consistency Models. | Cheng Lu, Yang Song |
| 2025 | ICLR | ReDeEP: Detecting Hallucination in Retrieval-Augmented Generation via Mechanistic Interpretability. | Zhongxiang Sun, Xiaoxue Zang, Kai Zheng, Jun Xu, Xiao Zhang, Weijie Yu, Yang Song, Han Li |
| 2025 | ICML | Energy-Based Preference Model Offers Better Offline Alignment than the Bradley-Terry Preference Model. | Yuzhong Hong, Hanshan Zhang, Junwei Bao, Hongfei Jiang, Yang Song |
| 2025 | ICPADS | PC-DPRRT*: An Efficient Method for Collaborative Multi-UAV Path Planning in 4D Spatiotemporal. | Yuxing Guo, Jiajia Li, Yang Song, Yuanqiang Liu |
| 2025 | IJCAI | Multimodal Cancer Survival Analysis via Hypergraph Learning with Cross-Modality Rebalance. | Mingcheng Qu, Guang Yang, Donglin Di, Tonghua Su, Yue Gao, Yang Song, Lei Fan |
| 2025 | ICRA | RipGAN: A GAN-Based Rip Current Data Augmentation Method. | Shenyang Qian, Mitchell Harley, Imran Razzak, Yang Song |
| 2025 | IJCNN | Source-free Few-shot Segmentation for Rarer Brain Tumors. | Shenghui Yan, Sidong Liu, Antonio Di Ieva, Maurice Pagnucco, Yang Song |
| 2024 | AAAI | Decoupled Optimisation for Long-Tailed Visual Recognition. | Cong Cong, Shiyu Xuan, Sidong Liu, Shiliang Zhang, Maurice Pagnucco, Yang Song |
| 2024 | AAAI | Enhancing Job Recommendation through LLM-Based Generative Adversarial Networks. | Yingpeng Du, Di Luo, Rui Yan, Xiaopei Wang, Hongzhi Liu, Hengshu Zhu, Yang Song, Jie Zhang |
| 2024 | AAAI | Your Career Path Matters in Person-Job Fit. | Zhuocheng Gong, Yang Song, Tao Zhang, Ji-Rong Wen, Dongyan Zhao, Rui Yan |
| 2024 | AAAI | Coupling Graph Neural Networks with Fractional Order Continuous Dynamics: A Robustness Study. | Qiyu Kang, Kai Zhao, Yang Song, Yihang Xie, Yanan Zhao, Sijie Wang, Rui She, Wee Peng Tay |
| 2024 | AAAI | PosDiffNet: Positional Neural Diffusion for Point Cloud Registration in a Large Field of View with Perturbations. | Rui She, Sijie Wang, Qiyu Kang, Kai Zhao, Yang Song, Wee Peng Tay, Tianyu Geng, Xingchao Jian |
| 2024 | AAAI | DistilVPR: Cross-Modal Knowledge Distillation for Visual Place Recognition. | Sijie Wang, Rui She, Qiyu Kang, Xingchao Jian, Kai Zhao, Yang Song, Wee Peng Tay |
| 2024 | ACCV | VIFA: An Efficient Visible and Infrared Image Fusion Architecture for Multi-task Applications via Continual Learning. | Jiaxing Shi, Ao Ren, Wei Zhuang, Yang Hua, ZhiYong Qin, Zhenyu Wang, Yang Song, Yujuan Tan, Duo Liu |
| 2024 | APWEB | BIVXDB: A Bottom Information Invert Index to Speed up the Query Performance of LSM-Tree. | Zekun Yao, Jiang Zhou, Zhixin Fan, Licheng Shan, Yinliang Yue, Yang Song |
| 2024 | APWEB | Bridging the Information Gap Between Domain-Specific Model and General LLM for Personalized Recommendation. | Wenxuan Zhang, Hongzhi Liu, Zhijin Dong, Yingpeng Du, Chen Zhu, Yang Song, Hengshu Zhu, Zhonghai Wu |
| 2024 | BIBE | Kolmogorov-Arnold-Based Network With Lightweight Feature Fusion Schema for Single-Lead Electrocardiogram Atrial Fibrillation Detection. | Zijian Zhao, Likun Sui, Yang Song, Branka Vucetic, Zihuai Lin |
| 2024 | CIKM | TWIN V2: Scaling Ultra-Long User Behavior Sequence Modeling for Enhanced CTR Prediction at Kuaishou. | Zihua Si, Lin Guan, Zhongxiang Sun, Xiaoxue Zang, Jing Lu, Yiqun Hui, Xingchao Cao, Zeyu Yang, Yichen Zheng, Dewei Leng, Kai Zheng, Chenbin Zhang, Yanan Niu, Yang Song, Kun Gai |
| 2024 | CIKM | Large Language Models Enhanced Collaborative Filtering. | Zhongxiang Sun, Zihua Si, Xiaoxue Zang, Kai Zheng, Yang Song, Xiao Zhang, Jun Xu |
| 2024 | CIKM | SAQRec: Aligning Recommender Systems to User Satisfaction via Questionnaire Feedback. | Kepu Zhang, Teng Shi, Sunhao Dai, Xiao Zhang, Yinfeng Li, Jing Lu, Xiaoxue Zang, Yang Song, Jun Xu |
| 2024 | COLING | Rewiring the Transformer with Depth-Wise LSTMs. | Hongfei Xu, Yang Song, Qiuhui Liu, Josef van Genabith, Deyi Xiong |
| 2024 | CVPR | Towards Effective Usage of Human-Centric Priors in Diffusion Models for Text-based Human Image Generation. | Junyan Wang, Zhenhong Sun, Zhiyu Tan, Xuanbai Chen, Weihua Chen, Hao Li, Cheng Zhang, Yang Song |
| 2024 | ECAI | Domain Generalised Cell Nuclei Segmentation in Histopathology Images Using Domain-Aware Curriculum Learning and Colour-Perceived Meta Learning. | Kunzi Xie, Ruoyu Guo, Cong Cong, Maurice Pagnucco, Yang Song |
| 2024 | ECIR | MFVIEW: Multi-modal Fake News Detection with View-Specific Information Extraction. | Marium Malik, Jiaojiao Jiang, Yang Song, Sanjay Jha |
| 2024 | ICAART | A Three-Valued Semantics for Negotiated Situation of Multi-Agent System Based on BATNA and WATNA. | Yang Song, Ken Satoh |
| 2024 | ICASSP | Spontts: Modeling and Transferring Spontaneous Style for TTS. | Hanzhao Li, Xinfa Zhu, Liumeng Xue, Yang Song, Yunlin Chen, Lei Xie |
| 2024 | ICDE | Incorporating Dynamic Temperature Estimation into Contrastive Learning on Graphs. | Ziyang Liu, Chaokun Wang, Liqun Yang, Yunkai Lou, Hao Feng, Cheng Wu, Kai Zheng, Yang Song |
| 2024 | ICLR | Diffusion Posterior Sampling for Linear Inverse Problem Solving: A Filtering Perspective. | Zehao Dou, Yang Song |
| 2024 | ICLR | Unleashing the Potential of Fractional Calculus in Graph Neural Networks with FROND. | Qiyu Kang, Kai Zhao, Qinxu Ding, Feng Ji, Xuhao Li, Wenfei Liang, Yang Song, Wee Peng Tay |
| 2024 | ICLR | Improved Techniques for Training Consistency Models. | Yang Song, Prafulla Dhariwal |
| 2024 | ICML | Video-LaVIT: Unified Video-Language Pre-training with Decoupled Visual-Motional Tokenization. | Yang Jin, Zhicheng Sun, Kun Xu, Kun Xu, Liwei Chen, Hao Jiang, Quzhe Huang, Chengru Song, Yuliang Liu, Di Zhang, Yang Song, Kun Gai, Yadong Mu |
| 2024 | ICONIP | Enriching Degradation Features for Fundus Image Enhancement via Multi-colour Dynamic Filter Network. | Ruoyu Guo, Maurice Pagnucco, Yang Song |
| 2024 | IGARSS | Mangrove Extraction in Shenzhen Area Based on Multi-Source Temporal Remote Sensing Data. | Yarong Zou, Tiantian Feng, Yang Song, Qi Shi |
| 2024 | IJCAI | Formalisation and Evaluation of Properties for Consequentialist Machine Ethics. | Raynaldio Limarga, Yang Song, Abhaya Nayak, David Rajaratnam, Maurice Pagnucco |
| 2024 | IJCAI | Federated Adaptation for Foundation Model-based Recommendations. | Chunxu Zhang, Guodong Long, Hongkuan Guo, Xiao Fang, Yang Song, Zhaojie Liu, Guorui Zhou, Zijian Zhang, Yang Liu, Bo Yang |
| 2024 | IMC | Understanding Network Startup for Secure Containers in Multi-Tenant Clouds: Performance, Bottleneck and Optimization. | Yunzhuo Liu, Junchen Guo, Bo Jiang, Pengyu Zhang, Xiaoqing Sun, Yang Song, Wei Ren, Zhiyuan Hou, Biao Lyu, Rong Wen, Shunmin Zhu, Xinbing Wang |
| 2024 | Interspeech | GLOBE: A High-quality English Corpus with Global Accents for Zero-shot Speaker Adaptive Text-to-Speech. | Wenbin Wang, Yang Song, Sanjay Jha |
| 2023 | APWEB | TrieKV: Managing Values After KV Separation to Optimize Scan Performance in LSM-Tree. | Zekun Yao, Yang Song, Yinliang Yue, Jinzhou Liu, Zhixin Fan |
| 2023 | CIKM | SHARK: A Lightweight Model Compression Approach for Large-scale Recommender Systems. | Beichuan Zhang, Chenggen Sun, Jianchao Tan, Xinjun Cai, Jun Zhao, Mengqi Miao, Kang Yin, Chengru Song, Na Mou, Yang Song |
| 2023 | CIKM | Learning and Optimization of Implicit Negative Feedback for Industrial Short-video Recommender System. | Yunzhu Pan, Nian Li, Chen Gao, Jianxin Chang, Yanan Niu, Yang Song, Depeng Jin, Yong Li |
| 2023 | CIKM | KuaiSAR: A Unified Search And Recommendation Dataset. | Zhongxiang Sun, Zihua Si, Xiaoxue Zang, Dewei Leng, Yanan Niu, Yang Song, Xiao Zhang, Jun Xu |
| 2023 | CIKM | Leveraging Watch-time Feedback for Short-Video Recommendations: A Causal Labeling Framework. | Yang Zhang, Yimeng Bai, Jianxin Chang, Xiaoxue Zang, Song Lu, Jing Lu, Fuli Feng, Yanan Niu, Yang Song |
| 2023 | CVPR | HypLiLoc: Towards Effective LiDAR Pose Regression with Hyperbolic Fusion. | Sijie Wang, Qiyu Kang, Rui She, Wei Wang, Kai Zhao, Yang Song, Wee Peng Tay |
| 2023 | DASFAA | Sequential Hypergraph Convolution Network for Next Item Recommendation. | Jiaxing Chen, Hongzhi Liu, Yingpeng Du, Zekai Wang, Yang Song, Zhonghai Wu |
| 2023 | DICTA | Adaptive Local Prototype and Cycle Attention for Few-shot Medical Image Segmentation. | Shenyang Qian, Maurice Pagnucco, Yang Song |
| 2023 | ECAI | Identifying the Defective: Detecting Damaged Grains for Cereal Appearance Inspection. | Lei Fan, Yiwen Ding, Dongdong Fan, Yong Wu, Maurice Pagnucco, Yang Song |
| 2023 | ICDE | BrePartition: Optimized High-Dimensional kNN Search with Bregman Distances (Extended Abstract). | Yang Song, Yu Gu, Rui Zhang, Ge Yu |
| 2023 | ICDE | Instant Representation Learning for Recommendation over Large Dynamic Graphs. | Cheng Wu, Chaokun Wang, Jingcao Xu, Ziwei Fang, Tiankai Gu, Changping Wang, Yang Song, Kai Zheng, Xiaowei Wang, Guorui Zhou |
| 2023 | ICDM | Bilateral Sequential Hypergraph Convolution Network for Reciprocal Recommendation. | Jiaxing Chen, Hongzhi Liu, Hongrui Guo, Yingpeng Du, Zekai Wang, Yang Song, Zhonghai Wu |
| 2023 | ICIP | Robust Graph Neural Diffusion for Image Matching. | Rui She, Qiyu Kang, Sijie Wang, Kai Zhao, Yang Song, Yi Xu, Tianyu Geng, Wee Peng Tay, Diego Navarro Navarro, Andreas Hartmannsgruber |
| 2023 | ICLR | Maximizing Spatio-Temporal Entropy of Deep 3D CNNs for Efficient Video Recognition. | Junyan Wang, Zhenhong Sun, Yichen Qian, Dong Gong, Xiuyu Sun, Ming Lin, Maurice Pagnucco, Yang Song |
| 2023 | ICML | Node Embedding from Neural Hamiltonian Orbits in Graph Neural Networks. | Qiyu Kang, Kai Zhao, Yang Song, Sijie Wang, Wee Peng Tay |
| 2023 | ICML | Consistency Models. | Yang Song, Prafulla Dhariwal, Mark Chen, Ilya Sutskever |
| 2023 | IJCAI | Graph Neural Convection-Diffusion with Heterophily. | Kai Zhao, Qiyu Kang, Yang Song, Rui She, Sijie Wang, Wee Peng Tay |
| 2023 | IJCNN | Community-Aware Federated Video Summarization. | Fan Wan, Junyan Wang, Haoran Duan, Yang Song, Maurice Pagnucco, Yang Long |
| 2023 | Interspeech | Generalizable Zero-Shot Speaker Adaptive Speech Synthesis with Disentangled Representations. | Wenbin Wang, Yang Song, Sanjay Jha |
| 2022 | ACCV | DHG-GAN: Diverse Image Outpainting via Decoupled High Frequency Semantics. | Yiwen Xu, Maurice Pagnucco, Yang Song |
| 2022 | AISTATS | Density Ratio Estimation via Infinitesimal Classification. | Kristy Choi, Chenlin Meng, Yang Song, Stefano Ermon |
| 2022 | APWEB | Accelerating Hypergraph Motif Counting Based on Hyperedge Relations. | Yuhang Su, Yu Gu, Yang Song, Ge Yu |
| 2022 | BMVC | Towards Unified Multi-Excitation for Unsupervised Video Prediction. | Junyan Wang, Likun Qin, Peng Zhang, Yang Long, Bingzhang Hu, Maurice Pagnucco, Shizheng Wang, Yang Song |
| 2022 | CIKM | Billion-user Customer Lifetime Value Prediction: An Industrial-scale Solution from Kuaishou. | Kunpeng Li, Guangcui Shao, Naijun Yang, Xiao Fang, Yang Song |
| 2022 | CIKM | Personalized Query Suggestion with Searching Dynamic Flow for Online Recruitment. | Zile Zhou, Xiao Zhou, Mingzhe Li, Yang Song, Tao Zhang, Rui Yan |
| 2022 | CVPR | GrainSpace: A Large-scale Dataset for Fine-grained and Domain-adaptive Recognition of Cereal Grains. | Lei Fan, Yiwen Ding, Dongdong Fan, Donglin Di, Maurice Pagnucco, Yang Song |
| 2022 | CVPR | Graph-based Spatial Transformer with Memory Replay for Multi-future Pedestrian Trajectory Prediction. | Lihuan Li, Maurice Pagnucco, Yang Song |
| 2022 | CVPR | Multi-modal 3D Human Pose Estimation with 2D Weak Supervision in Autonomous Driving. | Jingxiao Zheng, Xinwei Shi, Alexander N. Gorban, Junhua Mao, Yang Song, Charles R. Qi, Ting Liu, Visesh Chari, Andre Cornman, Yin Zhou, Congcong Li, Dragomir Anguelov |
| 2022 | DASFAA | Market-Aware Dynamic Person-Job Fit with Hierarchical Reinforcement Learning. | Bin Fu, Hongzhi Liu, Hui Zhao, Yao Zhu, Yang Song, Tao Zhang, Zhonghai Wu |
| 2022 | DASFAA | Leveraging Search History for Improving Person-Job Fit. | Yupeng Hou, Xingyu Pan, Wayne Xin Zhao, Shuqing Bian, Yang Song, Tao Zhang, Ji-Rong Wen |
| 2022 | ICAART | A Many-valued Semantics for Multi-agent System. | Yang Song, Satoshi Tojo |
| 2022 | ICASSP | Preserving Trajectory Privacy in Driving Data Release. | Yi Xu, Chong Xiao Wang, Yang Song, Wee Peng Tay |
| 2022 | ICDE | HybridGNN: Learning Hybrid Representation for Recommendation in Multiplex Heterogeneous Networks. | Tiankai Gu, Chaokun Wang, Cheng Wu, Yunkai Lou, Jingcao Xu, Changping Wang, Kai Xu, Can Ye, Yang Song |
| 2022 | ICIP | Channel-Position Self-Attention with Query Refinement Skeleton Graph Neural Network in Human Pose Estimation. | Shek Wai Chu, Chaoyi Zhang, Yang Song, Weidong Cai |
| 2022 | ICIP | Autolv: Automatic Lecture Video Generator. | Wenbin Wang, Yang Song, Sanjay Jha |
| 2022 | ICLR | Solving Inverse Problems in Medical Imaging with Score-Based Generative Models. | Yang Song, Liyue Shen, Lei Xing, Stefano Ermon |
| 2022 | ICLR | SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations. | Chenlin Meng, Yutong He, Yang Song, Jiaming Song, Jiajun Wu, Jun-Yan Zhu, Stefano Ermon |
| 2022 | ICLR | GeoDiff: A Geometric Diffusion Model for Molecular Conformation Generation. | Minkai Xu, Lantao Yu, Yang Song, Chence Shi, Stefano Ermon, Jian Tang |
| 2022 | IJCNN | CoGNet: Cooperative Graph Neural Networks. | Peibo Li, Yixing Yang, Maurice Pagnucco, Yang Song |
| 2021 | AAAI | Error-Correcting Output Codes with Ensemble Diversity for Robust Learning in Neural Networks. | Yang Song, Qiyu Kang, Wee Peng Tay |
| 2021 | ACL | PhotoChat: A Human-Human Dialogue Dataset With Photo Sharing Behavior For Joint Image-Text Modeling. | Xiaoxue Zang, Lijuan Liu, Maria Wang, Yang Song, Hao Zhang, Jindong Chen |
| 2021 | AIES | Epistemic Reasoning for Machine Ethics with Situation Calculus. | Maurice Pagnucco, David Rajaratnam, Raynaldio Limarga, Abhaya Nayak, Yang Song |
| 2021 | BMVC | Dynamic Graph Warping Transformer for Video Alignment. | Junyan Wang, Yang Long, Maurice Pagnucco, Yang Song |
| 2021 | CIKM | Concept-Aware Denoising Graph Neural Network for Micro-Video Recommendation. | Yiyu Liu, Qian Liu, Yu Tian, Changping Wang, Yanan Niu, Yang Song, Chenliang Li |
| 2021 | CVPR | Perceptual Image Compression Using Relativistic Average Least Squares GANs. | Zhengxue Cheng, Ting Fu, Jiapeng Hu, Li Guo, Shihao Wang, Xiongxin Zhao, Dajiang Zhou, Yang Song |
| 2021 | CVPR | Edge Guided Progressively Generative Image Outpainting. | Han Lin, Maurice Pagnucco, Yang Song |
| 2021 | CVPR | Exploiting Edge-Oriented Reasoning for 3D Point-Based Scene Graph Analysis. | Chaoyi Zhang, Jianhui Yu, Yang Song, Weidong Cai |
| 2021 | DASFAA | Beyond Matching: Modeling Two-Sided Multi-Behavioral Sequences for Dynamic Person-Job Fit. | Bin Fu, Hongzhi Liu, Yao Zhu, Yang Song, Tao Zhang, Zhonghai Wu |
| 2021 | EACL | Extremely Small BERT Models from Mixed-Vocabulary Training. | Sanqiang Zhao, Raghav Gupta, Yang Song, Denny Zhou |
| 2021 | EMNLP | Improved Word Sense Disambiguation with Enhanced Sense Representations. | Yang Song, Xin Cai Ong, Hwee Tou Ng, Qian Lin |
| 2021 | EMNLP | Fast WordPiece Tokenization. | Xinying Song, Alex Salcianu, Yang Song, Dave Dopson, Denny Zhou |
| 2021 | FIE | PyRoboCar: A Low-cost Deep Neural Network-based Autonomous Car. | Gordon Hendry, Seth Harris, Ryan Goodwin, Leonid Neverov, Yunkai Xiao, David Tian, Yang Song |
| 2021 | HAI | Speech-based Gesture Generation for Robots and Embodied Agents: A Scoping Review. | Yu Liu, Gelareh Mohammadi, Yang Song, Wafa Johal |
| 2021 | ICCV | Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis. | Tiange Xiang, Chaoyi Zhang, Yang Song, Jianhui Yu, Weidong Cai |
| 2021 | ICDE | ProMIPS: Efficient High-Dimensional c-Approximate Maximum Inner Product Search with a Lightweight Index. | Yang Song, Yu Gu, Rui Zhang, Ge Yu |
| 2021 | ICIP | Iterative Subnetwork With Linear Hierarchical Ordering for Human Pose Estimation. | Shek Wai Chu, Chaoyi Zhang, Yang Song, Tom Weidong Cai |
| 2021 | ICLR | Score-Based Generative Modeling through Stochastic Differential Equations. | Yang Song, Jascha Sohl-Dickstein, Diederik P. Kingma, Abhishek Kumar, Stefano Ermon, Ben Poole |
| 2021 | ICLR | Learning Energy-Based Models by Diffusion Recovery Likelihood. | Ruiqi Gao, Yang Song, Ben Poole, Ying Nian Wu, Diederik P. Kingma |
| 2021 | ICLR | Improved Autoregressive Modeling with Distribution Smoothing. | Chenlin Meng, Jiaming Song, Yang Song, Shengjia Zhao, Stefano Ermon |
| 2021 | ICLR | Anytime Sampling for Autoregressive Models via Ordered Autoencoding. | Yilun Xu, Yang Song, Sahaj Garg, Linyuan Gong, Rui Shu, Aditya Grover, Stefano Ermon |
| 2021 | ICML | Accelerating Feedforward Computation via Parallel Nonlinear Equation Solving. | Yang Song, Chenlin Meng, Renjie Liao, Stefano Ermon |
| 2021 | ICONIP | Deformable Convolution and Semi-supervised Learning in Point Clouds for Aneurysm Classification and Segmentation. | Yan Hu, Erik Meijering, Yong Xia, Yang Song |
| 2021 | IJCNN | ICE-GAN: Identity-Aware and Capsule-Enhanced GAN with Graph-Based Reasoning for Micro-Expression Recognition and Synthesis. | Jianhui Yu, Chaoyi Zhang, Yang Song, Weidong Cai |
| 2020 | AAAI | Shape-Oriented Convolution Neural Network for Point Cloud Analysis. | Chaoyi Zhang, Yang Song, Lina Yao, Weidong Cai |
| 2020 | AISTATS | Gaussianization Flows. | Chenlin Meng, Yang Song, Jiaming Song, Stefano Ermon |
| 2020 | AISTATS | Permutation Invariant Graph Generation via Score-Based Generative Modeling. | Chenhao Niu, Yang Song, Jiaming Song, Shengjia Zhao, Aditya Grover, Stefano Ermon |
| 2020 | APWEB | Generalized Collaborative Personalized Ranking for Recommendation. | Bin Fu, Hongzhi Liu, Yang Song, Tao Zhang, Zhonghai Wu |
| 2020 | CIKM | Learning to Match Jobs with Resumes from Sparse Interaction Data using Multi-View Co-Teaching Network. | Shuqing Bian, Xu Chen, Wayne Xin Zhao, Kun Zhou, Yupeng Hou, Yang Song, Tao Zhang, Ji-Rong Wen |
| 2020 | CVPR | Unsupervised Instance Segmentation in Microscopy Images via Panoptic Domain Adaptation and Task Re-Weighting. | Dongnan Liu, Donghao Zhang, Yang Song, Fan Zhang, Lauren O'Donnell, Heng Huang, Mei Chen, Weidong Cai |
| 2020 | DICTA | Dual-Stage Domain Adaptive Mitosis Detection for Histopathology Images. | Veena Dodballapur, Yang Song, Heng Huang, Mei Chen, Wojciech Chrzanowski, Tom Weidong Cai |
| 2020 | DICTA | An Improved Discriminator for GAN-Based Trajectory Prediction Models. | Renhao Huang, Yang Song, Maurice Pagnucco |
| 2020 | ECCV | Improving 3D Object Detection Through Progressive Population Based Augmentation. | Shuyang Cheng, Zhaoqi Leng, Ekin Dogus Cubuk, Barret Zoph, Chunyan Bai, Jiquan Ngiam, Yang Song, Benjamin Caine, Vijay Vasudevan, Congcong Li, Quoc V. Le, Jonathon Shlens, Dragomir Anguelov |
| 2020 | EDM | EDM and Privacy: Ethics and Legalities of Data Collection, Usage, and Storage. | Mark Klose, Vasvi Desai, Yang Song, Edward F. Gehringer |
| 2020 | EDM | Detecting Problem Statements in Peer Assessments. | Yunkai Xiao, Gabriel Zingle, Qinjin Jia, Harsh R. Shah, Yi Zhang, Tianyi Li, Mohsin Karovaliya, Weixiang Zhao, Yang Song, Jie Ji, Ashwin Balasubramaniam, Harshit Patel, Priyankha Bhalasubbramanian, Vikram Patel, Edward F. Gehringer |
| 2020 | ICARCV | Towards Enforcing Social Distancing Regulations with Occlusion-Aware Crowd Detection. | Cong Cong, Zhichao Yang, Yang Song, Maurice Pagnucco |
| 2020 | ICML | Training Deep Energy-Based Models with f-Divergence Minimization. | Lantao Yu, Yang Song, Jiaming Song, Stefano Ermon |
| 2020 | ICONIP | Automatic Dropout for Deep Neural Networks. | Veena Dodballapur, Rajanish Calisa, Yang Song, Weidong Cai |
| 2020 | IGARSS | Robust Estimation Approach for Plane Fitting in 3D Laser Scanning Data. | Lishuo Zhang, Hong Lin, Changhui Li, Yang Song, Feng Wang |
| 2019 | ACL | Generating Long and Informative Reviews with Aspect-Aware Coarse-to-Fine Decoding. | Junyi Li, Wayne Xin Zhao, Ji-Rong Wen, Yang Song |
| 2019 | CIKM | Towards Effective and Interpretable Person-Job Fitting. | Ran Le, Wenpeng Hu, Yang Song, Tao Zhang, Dongyan Zhao, Rui Yan |
| 2019 | CVPR | Class-Balanced Loss Based on Effective Number of Samples. | Yin Cui, Menglin Jia, Tsung-Yi Lin, Yang Song, Serge J. Belongie |
| 2019 | CVPR | Multiscale Kernels for Enhanced U-Shaped Network to Improve 3D Neuron Tracing. | Heng Wang, Donghao Zhang, Yang Song, Siqi Liu, Heng Huang, Mei Chen, Hanchuan Peng, Weidong Cai |
| 2019 | DASFAA | Using Fractional Latent Topic to Enhance Recurrent Neural Network in Text Similarity Modeling. | Yang Song, Wenxin Hu, Liang He |
| 2019 | DICTA | Assessment and Elimination of Inflammatory Cell: A Machine Learning Approach in Digital Cytology. | Jing Ke, Junwei Deng, Yizhou Lu, Dadong Wang, Yang Song, Huijuan Zhang |
| 2019 | EMNLP | Domain Adaptation for Person-Job Fit with Transferable Deep Global Match Network. | Shuqing Bian, Wayne Xin Zhao, Yang Song, Tao Zhang, Ji-Rong Wen |
| 2019 | EMNLP | Representation Learning with Ordered Relation Paths for Knowledge Graph Completion. | Yao Zhu, Hongzhi Liu, Zhonghai Wu, Yang Song, Tao Zhang |
| 2019 | FIE | A Test-Driven Approach to Improving Student Contributions to Open-Source Projects. | Zhewei Hu, Yang Song, Edward F. Gehringer |
| 2019 | FIE | Alignment of Deliberate Practice to Micro-credentials in an Introductory Computer Science Course. | Yang Song |
| 2019 | HCI | Fixation Adjustment During the Landing Process and Its Relationship with Pilot Expertise and Landing Performance. | Yanjin Sun, Jingyu Zhang, Han Qiao, Xianghong Sun, Ping Qian, Yang Song |
| 2019 | ICIP | New Stereo High Dynamic Range Imaging Method Using Generative Adversarial Networks. | Yeyao Chen, Mei Yu, Ken Chen, Gangyi Jiang, Yang Song, Zongju Peng, Fen Chen |
| 2019 | ICIP | Human Pose Estimation Using Deep Convolutional Densenet Hourglass Network with Intermediate Points Voting. | Shek Wai Chu, Yang Song, Ju Jia Zou, Weidong Cai |
| 2019 | IGARSS | An Effective Leaf Area Index Estimation Method for Wheat from UAV-Based Point Cloud Data. | Yang Song, Jinfei Wang, Bo Shan |
| 2019 | IJCAI | Nuclei Segmentation via a Deep Panoptic Model with Semantic Feature Fusion. | Dongnan Liu, Donghao Zhang, Yang Song, Chaoyi Zhang, Fan Zhang, Lauren O'Donnell, Weidong Cai |
| 2019 | IJCAI | Talking Face Generation by Conditional Recurrent Adversarial Network. | Yang Song, Jingwen Zhu, Dawei Li, Andy Wang, Hairong Qi |
| 2019 | IJCNN | Self-Attention based Network For Medical Query Expansion. | Su Chen, Qinmin Vivian Hu, Yang Song, Yun He, Huaying Wu, Liang He |
| 2019 | INFOCOM | Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning. | Zhibo Wang, Mengkai Song, Zhifei Zhang, Yang Song, Qian Wang, Hairong Qi |
| 2018 | AAAI | r-BTN: Cross-Domain Face Composite and Synthesis From Limited Facial Patches. | Yang Song, Zhifei Zhang, Hairong Qi |
| 2018 | APWEB | LIDH: An Efficient Filtering Method for Approximate k Nearest Neighbor Queries Based on Local Intrinsic Dimension. | Yang Song, Yu Gu, Ge Yu |
| 2018 | CSCWD | An Interaction Embedded Framework for Healthcare Search. | Yang Song, Yuling Sun, Qinmin Hu, Liang He |
| 2018 | CVPR | Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning. | Yin Cui, Yang Song, Chen Sun, Andrew Howard, Serge J. Belongie |
| 2018 | CVPR | The INaturalist Species Classification and Detection Dataset. | Grant Van Horn, Oisin Mac Aodha, Yang Song, Yin Cui, Chen Sun, Alexander Shepard, Hartwig Adam, Pietro Perona, Serge J. Belongie |
| 2018 | CVPR | Large Kernel Refine Fusion Net for Neuron Membrane Segmentation. | Dongnan Liu, Donghao Zhang, Yang Song, Chaoyi Zhang, Heng Huang, Mei Chen, Weidong Cai |
| 2018 | DAC | SARA: self-aware resource allocation for heterogeneous MPSoCs. | Yang Song, Olivier Alavoine, Bill Lin |
| 2018 | DATE | Row-buffer hit harvesting in orchestrated last-level cache and DRAM scheduling for heterogeneous multicore systems. | Yang Song, Olivier Alavoine, Bill Lin |
| 2018 | DICTA | Memory and Time Efficient 3D Neuron Morphology Tracing in Large-Scale Images. | Heng Wang, Donghao Zhang, Yang Song, Siqi Liu, Rong Gao, Hanchuan Peng, Weidong Cai |
| 2018 | DICTA | MS-GAN: GAN-Based Semantic Segmentation of Multiple Sclerosis Lesions in Brain Magnetic Resonance Imaging. | Chaoyi Zhang, Yang Song, Sidong Liu, Scott Lill, Chenyu Wang, Zihao Tang, Yuyi You, Yang Gao, Alexander Klistorner, Michael Barnett, Weidong Cai |
| 2018 | FIE | Redesigning a Computer Science Capstone Course with Micro-credentials. | Yang Song |
| 2018 | ICASSP | No-Reference Hdr Image Quality Assessment Method Based on Tensor Space. | Feifan Guan, Gangyi Jiang, Yang Song, Mei Yu, Zongju Peng, Fen Chen |
| 2018 | ICASSP | Privacy-Aware Kalman Filtering. | Yang Song, Chong Xiao Wang, Wee Peng Tay |
| 2018 | ICIP | Densely Connected Large Kernel Convolutional Network for Semantic Membrane Segmentation in Microscopy Images. | Dongnan Liu, Donghao Zhang, Siqi Liu, Yang Song, Haozhe Jia, Dagan Feng, Yong Xia, Weidong Cai |
| 2018 | ICIP | Whole Slide Image Classification via Iterative Patch Labelling. | Chaoyi Zhang, Yang Song, Donghao Zhang, Sidong Liu, Mei Chen, Weidong Cai |
| 2018 | ICLR | PixelDefend: Leveraging Generative Models to Understand and Defend against Adversarial Examples. | Yang Song, Taesup Kim, Sebastian Nowozin, Stefano Ermon, Nate Kushman |
| 2018 | ICML | Accelerating Natural Gradient with Higher-Order Invariance. | Yang Song, Jiaming Song, Stefano Ermon |
| 2018 | ICONIP | 3D Large Kernel Anisotropic Network for Brain Tumor Segmentation. | Dongnan Liu, Donghao Zhang, Yang Song, Fan Zhang, Lauren J. O'Donnell, Weidong Cai |
| 2018 | ICONIP | Enhancing the Recurrent Neural Networks with Positional Gates for Sentence Representation. | Yang Song, Wenxin Hu, Qin Chen, Qinmin Hu, Liang He |
| 2017 | CVPR | Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors. | Jonathan Huang, Vivek Rathod, Chen Sun, Menglong Zhu, Anoop Korattikara, Alireza Fathi, Ian Fischer, Zbigniew Wojna, Yang Song, Sergio Guadarrama, Kevin Murphy |
| 2017 | CVPR | Age Progression/Regression by Conditional Adversarial Autoencoder. | Zhifei Zhang, Yang Song, Hairong Qi |
| 2017 | FIE | Collusion in educational peer assessment: How much do we need to worry about it? | Yang Song, Zhewei Hu, Edward F. Gehringer |
| 2017 | ICCV | Locally-Transferred Fisher Vectors for Texture Classification. | Yang Song, Fan Zhang, Qing Li, Heng Huang, Lauren J. O'Donnell, Weidong Cai |
| 2017 | ICIP | Person re-identification using visual attention. | Alireza Rahimpour, Liu Liu, Ali Taalimi, Yang Song, Hairong Qi |
| 2017 | ICIP | A new tone-mapped image quality assessment approach for high dynamic range imaging system. | Yang Song, Gangyi Jiang, Hao Jiang, Mei Yu, Feng Shao, Zongju Peng |
| 2017 | IPIN | Real-time identification of NLOS range measurements for enhanced UWB localization. | Karthikeyan Gururaj, Anojh Kumaran Rajendra, Yang Song, Choi Look Law, Guofa Cai |
| 2016 | AAAI | Bayesian Matrix Completion via Adaptive Relaxed Spectral Regularization. | Yang Song, Jun Zhu |
| 2016 | AAAI | Exploring Multiple Feature Spaces for Novel Entity Discovery. | Zhaohui Wu, Yang Song, C. Lee Giles |
| 2016 | ACCV | Dictionary Reduction: Automatic Compact Dictionary Learning for Classification. | Yang Song, Zhifei Zhang, Liu Liu, Alireza Rahimpour, Hairong Qi |
| 2016 | ACSSC | Bootstrap-based detection of the number of signals correlated across multiple data sets. | Tanuj Hasija, Yang Song, Peter J. Schreier, David Ramrez |
| 2016 | CIKM | Large-Scale Analysis of Viewing Behavior: Towards Measuring Satisfaction with Mobile Proactive Systems. | Qi Guo, Yang Song |
| 2016 | CIKM | Derivative Delay Embedding: Online Modeling of Streaming Time Series. | Zhifei Zhang, Yang Song, Wei Wang, Hairong Qi |
| 2016 | CVPR | Improving the Robustness of Deep Neural Networks via Stability Training. | Stephan Zheng, Yang Song, Thomas Leung, Ian J. Goodfellow |
| 2016 | DAC | Single-tier virtual queuing: an efficacious memory controller architecture for MPSoCs with multiple realtime cores. | Yang Song, Kambiz Samadi, Bill Lin |
| 2016 | ECCV | Histopathology Image Categorization with Discriminative Dimension Reduction of Fisher Vectors. | Yang Song, Qing Li, Heng Huang, Dagan Feng, Mei Chen, Tom Weidong Cai |
| 2016 | ECIR | Estimating Probability Density of Content Types for Promoting Medical Records Search. | Yun He, Qinmin Hu, Yang Song, Liang He |
| 2016 | ECIR | Modeling User Interests for Zero-Query Ranking. | Liu Yang, Qi Guo, Yang Song, Sha Meng, Milad Shokouhi, Kieran McDonald, W. Bruce Croft |
| 2016 | EDM | The Role of Initial Input in Reputation Systems to Generate Accurate Aggregated Grades from Peer Assessment. | Zhewei Hu, Yang Song, Edward F. Gehringer |
| 2016 | EDM | Peer Review Data Warehouse: Insights From Different Systems. | Ferry Pramudianto, Maryam Aljeshi, Hisham Alhussein, Yang Song, Edward F. Gehringer, Dmytro Babik, David Tinapple |
| 2016 | EDM | Who Took Peer Review Seriously: Another Perspective on Student-Generated Quizzes. | Yang Song, Zhewei Hu, Edward F. Gehringer |
| 2016 | EDM | Toward Better Training in Peer Assessment: Does Calibration Help? | Yang Song, Zhewei Hu, Edward F. Gehringer, Julia Morris, Jennifer Kidd, Stacie Ringleb |
| 2016 | FIE | Five years of extra credit in a studio-based course: An effort to incentivize socially useful behavior. | Edward F. Gehringer, Zhewei Hu, Yang Song |
| 2016 | FIE | A quantitative case study on students' strategy for using authorized cheat-sheets. | Yang Song, Yifan Guo, David Thuente |
| 2016 | FIE | An experiment with separate formative and summative rubrics in educational peer assessment. | Yang Song, Zhewei Hu, Yifan Guo, Edward F. Gehringer |
| 2016 | FIE | A markup language for building a data warehouse for educational peer-assessment research. | Yang Song, Ferry Pramudianto, Edward F. Gehringer |
| 2016 | ICML | Training Deep Neural Networks via Direct Loss Minimization. | Yang Song, Alexander G. Schwing, Richard S. Zemel, Raquel Urtasun |
| 2016 | IGARSS | Soybean canopy nitrogen monitoring and prediction using ground based multispectral remote sensors. | Yang Song, Jinfei Wang |
| 2015 | APCC | Robustness analysis for three-dimensional node localization in wireless sensor networks. | Wei Liu, Enqing Dong, Yang Song |
| 2015 | CNSM | On selective compression of primary data. | Gabriel Alatorre, NagaPramod Mandagere, Yang Song, Heiko Ludwig |
| 2015 | CVPR | Learning semantic relationships for better action retrieval in images. | Vignesh Ramanathan, Congcong Li, Jia Deng, Wei Han, Zhen Li, Kunlong Gu, Yang Song, Samy Bengio, Chuck Rosenberg, Li Fei-Fei |
| 2015 | CVPR | Fusing subcategory probabilities for texture classification. | Yang Song, Weidong Cai, Qing Li, Fan Zhang, David Dagan Feng, Heng Huang |
| 2015 | DICTA | Morphological Filtering and Hierarchical Deformation for Partially Overlapping Cell Segmentation. | Afaf Tareef, Yang Song, Min-Zhao Lee, David Dagan Feng, Mei Chen, Tom Weidong Cai |
| 2015 | ECIR | USYD/HES-SO in the VISCERAL Retrieval Benchmark. | Fan Zhang, Yang Song, Weidong Cai, Adrien Depeursinge, Henning Mller |
| 2015 | FIE | Pluggable reputation systems for peer review: A web-service approach. | Yang Song, Zhewei Hu, Edward F. Gehringer |
| 2015 | FIE | A quantitative case study in engineering of the efficacy of quality cheat-sheets. | Yang Song, David Thuente |
| 2015 | GLOBECOM | Economic-Robust Session Based Spectrum Trading in Multi-Hop Cognitive Radio Networks. | Xuanheng Li, Miao Pan, Yang Song, Yi Sun, Yuguang Fang |
| 2015 | IC2E | Smart Cache: An Optimized MapReduce Implementation of Frequent Itemset Mining. | Dachuan Huang, Yang Song, Ramani Routray, Feng Qin |
| 2015 | ICASSP | Determining the number of correlated signals between two data sets using PCA-CCA when sample support is extremely small. | Yang Song, Peter J. Schreier, Nicholas J. Roseveare |
| 2015 | ICIP | Beating cilia identification in fluorescence microscope images for accurate CBF measurement. | Fan Zhang, Weidong Cai, Yang Song, Paul M. Young, Daniela Traini, Lucy Morgan, Hui-Xin Ong, Lachlan Buddle, Dagan Feng |
| 2015 | ICONIP | Learning Shape-Driven Segmentation Based on Neural Network and Sparse Reconstruction Toward Automated Cell Analysis of Cervical Smears. | Afaf Tareef, Yang Song, Weidong Cai, Heng Huang, Yue Wang, Dagan Feng, Mei Chen |
| 2015 | IM | A data-driven storage recommendation service for multitenant storage management environments. | Yang Song, Ramani Routray, Rakesh Jain, Chung-Hao Tan |
| 2014 | ASPDAC | A robustness optimization of SRAM dynamic stability by sensitivity-based reachability analysis. | Yang Song, Sai Manoj Pudukotai Dinakarrao, Hao Yu |
| 2014 | ASPDAC | HDTV1080p HEVC Intra encoder with source texture based CU/PU mode pre-decision. | Jia Zhu, Zhenyu Liu, Dongsheng Wang, Qingrui Han, Yang Song |
| 2014 | CoNEXT | Sprinklers: A Randomized Variable-Size Striping Approach to Reordering-Free Load-Balanced Switching. | Weijun Ding, Jun (Jim) Xu, Jian Gang Dai, Yang Song, Bill Lin |
| 2014 | CVPR | Learning Fine-Grained Image Similarity with Deep Ranking. | Jiang Wang, Yang Song, Thomas Leung, Chuck Rosenberg, Jingbin Wang, James Philbin, Bo Chen, Ying Wu |
| 2014 | DATE | Zonotope-based nonlinear model order reduction for fast performance bound analysis of analog circuits with multiple-interval-valued parameter variations. | Yang Song, Sai Manoj Pudukotai Dinakarrao, Hao Yu |
| 2014 | DCC | Linear Rate Estimation Model for HEVC RDO Using Binary Classification Based Regression. | Sanchuan Guo, Zhenyu Liu, Dongsheng Wang, Qingrui Han, Yang Song |
| 2014 | DICTA | Latent Semantic Association for Medical Image Retrieval. | Fan Zhang, Yang Song, Sidong Liu, Sonia Pujol, Ron Kikinis, David Dagan Feng, Tom Weidong Cai |
| 2014 | ESANN | Neural network based 2D/3D fusion for robotic object recognition. | Louis-Charles Caron, Yang Song, David Filliat, Alexander Gepperth |
| 2014 | HiPC | Queueing-based storage performance modeling and placement in OpenStack environments. | Yang Song, Rakesh Jain, Ramani Routray |
| 2014 | IC2E | Virtual-to-Physical Mapping Inference in Virtualized Cloud Environments. | Yang Song, Ramani Routray, Rakesh Jain |
| 2014 | ICARCV | Automated three-stage nucleus and cytoplasm segmentation of overlapping cells. | Afaf Tareef, Yang Song, Weidong Cai, David Dagan Feng, Mei Chen |
| 2014 | ICMLA | A Machine Learning Approach to Combining Individual Strength and Team Features for Team Recommendation. | Haibin Liu, Mu Qiao, Daniel B. Greenia, Rama Akkiraju, Stephen Dill, Taiga Nakamura, Yang Song, Hamid R. Motahari Nezhad |
| 2013 | ASPDAC | Stable backward reachability correction for PLL verification with consideration of environmental noise induced jitter. | Yang Song, Haipeng Fu, Hao Yu, Guoyong Shi |
| 2013 | BigData | Storage Mining: Where IT Management Meets Big Data Analytics. | Yang Song, Gabriel Alatorre, NagaPramod Mandagere, Aameek Singh |
| 2013 | DICTA | Context Curves for Classification of Lung Nodule Images. | Fan Zhang, Yang Song, Weidong Cai, Yun Zhou, Shimin Shan, Dagan Feng |
| 2013 | EMNLP | Efficient Collective Entity Linking with Stacking. | Zhengyan He, Shujie Liu, Yang Song, Mu Li, Ming Zhou, Houfeng Wang |
| 2013 | ICASSP | Blind calibration and remedy for mis-oriented velocity-sensor triads. | Yang Song |
| 2013 | ICDCS | Identifying and Addressing Protocol Manipulation Attacks in "Secure" BGP. | Yang Song, Arun Venkataramani, Lixin Gao |
| 2013 | ICIP | A supervised multiview spectral embedding method for neuroimaging classification. | Sidong Liu, Lelin Zhang, Weidong Cai, Yang Song, Zhiyong Wang, Lingfeng Wen, David Dagan Feng |
| 2013 | ICIP | Graph cuts based relevance feedback in image retrieval. | Lelin Zhang, Sidong Liu, Zhiyong Wang, Weidong Cai, Yang Song, David Dagan Feng |
| 2013 | ICIP | Fast prediction mode decision with hadamard transform based rate-distortion cost estimation for HEVC intra coding. | Jia Zhu, Zhenyu Liu, Dongsheng Wang, Qingrui Han, Yang Song |
| 2013 | ICNC | Fusion of the multispectral image and the panchromatic image based on nonsubsampled contourlet transform. | Yang Song, Feilu Wang |
| 2013 | ICNC | Prediction of protein-protein interaction sites using back propagation neural networks. | Feilu Wang, Yang Song |
| 2013 | INFOCOM | On the CDN pricing game. | Yang Song, Arun Venkataramani, Lixin Gao |
| 2013 | INFOCOM | On the CDN pricing game. | Yang Song, Arun Venkataramani, Lixin Gao |
| 2012 | ASPDAC | Hierarchical graph reduction approach to symbolic circuit analysis with data sharing and cancellation-free properties. | Yang Song, Guoyong Shi |
| 2012 | COMPSAC | Automatic Adaptation of Software Applications to Database Evolution by Graph Differencing and AOP-Based Dynamic Patching. | Yang Song, Xin Peng, Zhenchang Xing, Wenyun Zhao |
| 2012 | CVPR | Object localization in medical images based on graphical model with contrast and interest-region terms. | Yang Song, Weidong Cai, Heng Huang, Yue Wang, David Dagan Feng |
| 2012 | DICTA | Microscopic Image Segmentation with Two-Level Enhancement of Feature Discriminability. | Yang Song, Weidong Cai, David Dagan Feng |
| 2012 | EMNLP | Joint Learning for Coreference Resolution with Markov Logic. | Yang Song, Jing Jiang, Wayne Xin Zhao, Sujian Li, Houfeng Wang |
| 2012 | EMNLP | Identifying Event-related Bursts via Social Media Activities. | Xin Zhao, Baihan Shu, Jing Jiang, Yang Song, Hongfei Yan, Xiaoming Li |
| 2012 | IGARSS | A comparative analysis of the 'transmittance' method between using integrating sphere and filter holders for measuring light absorption by aquatic particles. | Lei Zou, Bing Zhang, Junsheng Li, Yang Song, Qian Shen, Liwei Li |
| 2012 | INFOCOM | Spectrum clouds: A session based spectrum trading system for multi-hop cognitive radio networks. | Miao Pan, Pan Li, Yang Song, Yuguang Fang, Phone Lin |
| 2012 | INFOCOM | Optimal bidding in spot instance market. | Yang Song, Murtaza Zafer, Kang-Won Lee |
| 2011 | ACL | Topical Keyphrase Extraction from Twitter. | Wayne Xin Zhao, Jing Jiang, Jing He, Yang Song, Palakorn Achananuparp, Ee-Peng Lim, Xiaoming Li |
| 2011 | CIKM | A task level metric for measuring web search satisfaction and its application on improving relevance estimation. | Ahmed Hassan Awadallah, Yang Song, Li-wei He |
| 2011 | CIKM | Hierarchical tag visualization and application for tag recommendations. | Yang Song, Baojun Qiu, Umer Farooq |
| 2011 | CoNLL | Link Type Based Pre-Cluster Pair Model for Coreference Resolution. | Yang Song, Houfeng Wang, Jing Jiang |
| 2011 | GLOBECOM | Resilient Routing under Hierarchical Automatic Addressing. | Yang Song, Lixin Gao, Kenji Fujikawa |
| 2011 | ICCV | Handling label noise in video classification via multiple instance learning. | Thomas Leung, Yang Song, John Zhang |
| 2011 | ICNC | A fast and elitist grid selection evolutionary algorithm for Multi-objective Optimization: GSEA. | Yufang Qin, Junzhong Ji, Yang Song, Yamin Wang, Chunnian Liu |
| 2011 | INFOCOM | C4: A new paradigm for providing incentives in multi-hop wireless networks. | Chi Zhang, Xiaoyan Zhu, Yang Song, Yuguang Fang |
| 2010 | CBMS | A content-based image retrieval framework for multi-modality lung images. | Yang Song, Weidong Cai, Stefan Eberl, Michael J. Fulham, David Dagan Feng |
| 2010 | CVPR | Taxonomic classification for web-based videos. | Yang Song, Ming Zhao, Jay Yagnik, Xiaoyun Wu |
| 2010 | CVPR | YouTubeCat: Learning to categorize wild web videos. | Zheshen Wang, Ming Zhao, Yang Song, Sanjiv Kumar, Baoxin Li |
| 2010 | DICTA | Structure-Adaptive Feature Extraction and Representation for Multi-modality Lung Images Retrieval. | Yang Song, Weidong Cai, Stefan Eberl, Michael J. Fulham, David Dagan Feng |
| 2010 | GLOBECOM | Reward and Risk for Opportunistic Spectrum Accessing in Cognitive Radio Networks. | Miao Pan, Yang Song, Pan Li, Yuguang Fang |
| 2010 | ICCCN | Redundancy-Aware Routing with Limited Resources. | Yang Song, Katherine Guo, Lixin Gao |
| 2010 | INFOCOM | Energy-Conserving Scheduling in Multi-hop Wireless Networks with Time-Varying Channels. | Yang Song, Chi Zhang, Yuguang Fang, Zhisheng Niu |
| 2010 | INFOCOM | A Formal Study of Trust-Based Routing in Wireless Ad Hoc Networks. | Chi Zhang, Xiaoyan Zhu, Yang Song, Yuguang Fang |
| 2009 | CIS | Automatic Vulnerability Locating in Binary Patches. | Yang Song, Yuqing Zhang, Yingfei Sun |
| 2009 | CVPR | Tour the world: Building a web-scale landmark recognition engine. | Yantao Zheng, Ming Zhao, Yang Song, Hartwig Adam, Ulrich Buddemeier, Alessandro Bissacco, Fernando Brucher, Tat-Seng Chua, Hartmut Neven |
| 2009 | GLOBECOM | Rethinking Thresholds-Based Rate Adaptation Algorithms: A Reverse Engineering Perspective. | Yang Song, Xiaoyan Zhu, Yuguang Fang, Hailin Zhang |
| 2009 | ICNC | A New Evolutionary Algorithm for Solving Multiobjective Optimization. | Yang Song, Junzhong Ji, Yamin Wang, Chunnian Liu |
| 2009 | IM | Problem classification method to enhance the ITIL incident and problem. | Yang Song, Anca Sailer, Hidayatullah Shaikh |
| 2008 | CIKM | A sparse gaussian processes classification framework for fast tag suggestions. | Yang Song, Lu Zhang, C. Lee Giles |
| 2008 | ICDM | A Non-parametric Approach to Pair-Wise Dynamic Topic Correlation Detection. | Yang Song, Lu Zhang, C. Lee Giles |
| 2008 | ICPR | Efficient user preference predictions using collaborative filtering. | Yang Song, C. Lee Giles |
| 2008 | INFOCOM | Modeling Secure Connectivity of Self-Organized Wireless Ad Hoc Networks. | Chi Zhang, Yang Song, Yuguang Fang |
| 2007 | DASFAA | BioDIFF: An Effective Fast Change Detection Algorithm for Biological Annotations. | Yang Song, Sourav S. Bhowmick, C. Forbes Dewey Jr. |
| 2007 | GLOBECOM | Stochastic Channel Selection in Cognitive Radio Networks. | Yang Song, Yuguang Fang, Yanchao Zhang |
| 2007 | Group | Evaluating tagging behavior in social bookmarking systems: metrics and design heuristics. | Umer Farooq, Thomas George Kannampallil, Yang Song, Craig H. Ganoe, John M. Carroll, C. Lee Giles |
| 2007 | ICNP | Throughput Maximization in Multi-channel Wireless Mesh Access Networks. | Yang Song, Chi Zhang, Yuguang Fang |
| 2006 | ECCV | Context-Aided Human Recognition - Clustering. | Yang Song, Thomas Leung |
| 2006 | ICASSP | Low-Pass Filter Based Vlsi Oriented Variable Block Size Motion Estimation Algorithm for H.264. | Zhenyu Liu, Yang Song, Takeshi Ikenaga, Satoshi Goto |
| 2006 | ICDM | Boosting the Feature Space: Text Classification for Unstructured Data on the Web. | Yang Song, Ding Zhou, Jian Huang, Isaac G. Councill, Hongyuan Zha, C. Lee Giles |
| 2005 | ICMLA | Towards discovering organizational structure from email corpus. | Ding Zhou, Yang Song, Hongyuan Zha, Ya Zhang |
| 2004 | CIKM | BioDIFF: an effective fast change detection algorithm for genomic and proteomic data. | Yang Song, Sourav S. Bhowmick |
| 2001 | CVPR | Learning Probabilistic Structure for Human Motion Detection. | Yang Song, Luis Goncalves, Pietro Perona |
| 2000 | CVPR | Towards Detection of Human Motion. | Yang Song, Xiaolin Feng, Pietro Perona |
| 2000 | ECCV | Monocuolar Perception of Biological Motion - Clutter and Partial Occlusion. | Yang Song, Luis Goncalves, Pietro Perona |
| 1999 | ICCV | Monocular Perception of Biological Motion - Detection and Labeling. | Yang Song, Luis Goncalves, Enrico Di Bernardo, Pietro Perona |