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Yang Song

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

460

Venues

76

Active years

2017–2026

Best venue rank

A*

Where they publish

Papers

Showing the 300 most recent indexed papers.

YearVenueTitleAuthors
2026AAAIRelative Advantage Debiasing for Watch-Time Prediction in Short-Video Recommendation.Emily Liu, Kuan Han, Minfeng Zhan, Bocheng Zhao, Guanyu Mu, Yang Song
2026AAAIPrinciples2Plan: LLM-Guided System for Operationalising Ethical Principles into Plans.Tammy Zhong, Yang Song, Maurice Pagnucco
2026ACLPACE: 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
2026ACLIPS: 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
2026DASFAADiversified Top-k Optimal Routes with Collective Spatial Keywords in Road Networks.Qiulin An, Jiajia Li, Yang Song, Lei Li, Chengcheng Chen, Linlin Ding
2026EACLReasoning'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
2026IWQoSSOPSmith: Forging Executable SOPs for LLM-Driven GPU Cluster Network Diagnosis.Guoyao Yu, Xiaoqing Sun, Ziqi Huang, Yangyang Shi, Xiong Xiao, Yang Song, Xing Li, Biao Lyu, Zhenguang Liu, Qinming He
2026NSDIBifrost: Alibaba's Next-Generation VPC Network with High-Performance Multipath Reliable Transport.Zihao Fan, Xing Li, Ye Yang, Bo Jiang, Bowen Yang, Yilong Lv, Yuke Hong, Yinian Zhou, Junnan Cai, Jiayue Xu, Yunrui Hu, Zhao Gao, Ke Sun, Yimin Liu, Xiangdong Zhang, Enge Song, Jianyuan Lu, Xiaoqing Sun, Shize Zhang, Haonan Li, Mingxin Li, Changgang Zheng, Yang Song, Jun Liang, Biao Lyu, Rong Wen, Zhigang Zong, Shunmin Zhu
2026NSDICStar Gateway: Augmenting Public Cloud Infrastructure for Heterogeneous Network Function Virtualization.Haonan Li, Tian Pan, Jin Ke, Baohai Hu, Changgang Zheng, Enge Song, Zhi Xu, Ye Yang, Bowen Yang, Donglin Lai, Yisong Qiao, Bengbeng Xue, Jianyuan Lu, Xiaoqing Sun, Shize Zhang, Zihao Fan, Mingxin Li, Yang Song, Jun Liang, Xionglie Wei, Biao Lyu, Rong Wen, Zhigang Zong, Jiao Zhang, Tao Huang, Shunmin Zhu
2026NSDIZooRoute: Enhancing Cloud-Scale Network Reliability via Candidate Path Provisioning and Overlay Proactive Rerouting.Xiaoqing Sun, Xing Li, Xionglie Wei, Tian Pan, Ju Zhang, Bowen Yang, Yi Wang, Ye Yang, Yu Qi, Le Yu, Chenhao Jia, Zhanlong Zhang, Xinyu Chen, Xiaobo Xue, Jianyuan Lu, Shize Zhang, Enge Song, Yang Song, Rong Wen, Biao Lyu, Yang Xu, Shunmin Zhu
2026WWWWhen Rules Fall Short: Agent-Driven Discovery of Emerging Content Issues in Short Video Platforms.Chenghui Yu, Hongwei Wang, Junwen Chen, Zixuan Wang, Bingfeng Deng, Zhuolin Hao, Hongyu Xiong, Yang Song
2026SIGIRQE-RAG: A Robust Retrieval-Augmented Generation Benchmark for Query Entry Errors.Kepu Zhang, Zhongxiang Sun, Weijie Yu, Xiaoxue Zang, Kai Zheng, Yang Song, Han Li, Jun Xu
2026SIGCOMMSpillway: Orchestrating DPU and Host into a Unified vSwitching Fabric.Xiaochong Jiang, Dian Fan, Yilong Lv, Naixuan Guan, Qiming Zhao, Sihan Fu, Ye Yang, Yu Zhou, Xuyang Ge, Denghui Wu, Yibin Shen, Guochun Hong, Zhipeng Zhang, Yijian Dong, Yiquan Chen, Shaoliang An, Zhixiong Guo, Yixin Xie, Yisong Qiao, Hongwei Ding, Haitao Jiang, Yimin Liu, Tao Shen, Baosheng Wang, Shize Zhang, Bowen Yang, Zikang Chen, Xiaomin Wu, Rong Wen, Yang Song, Jun Liang, Zhigang Zong, Xing Li, Chengkun Wei, Shunmin Zhu, Wenzhi Chen
2025AAAIPreference-Oriented Supervised Fine-Tuning: Favoring Target Model over Aligned Large Language Models.Yuchen Fan, Yuzhong Hong, Qiushi Wang, Junwei Bao, Hongfei Jiang, Yang Song
2025AAAIGranularity-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
2025AAAIGRPose: 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
2025AAAITrigger3: Refining Query Correction via Adaptive Model Selector.Kepu Zhang, Zhongxiang Sun, Xiao Zhang, Xiaoxue Zang, Kai Zheng, Yang Song, Jun Xu
2025ACLKG-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
2025AISTATSStructure based SAT dataset for analysing GNN generalisation.Yi Fu, Anthony Tompkins, Yang Song, Maurice Pagnucco
2025CIKMMulti-Turn Interactions for Text-to-SQL with Large Language Models.Guanming Xiong, Junwei Bao, Hongfei Jiang, Yang Song, Wen Zhao
2025CVPRMANTA: 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
2025CVPRPEACE: 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
2025CVPRPrototype-Based Image Prompting for Weakly Supervised Histopathological Image Segmentation.Qingchen Tang, Lei Fan, Maurice Pagnucco, Yang Song
2025CVPRImproving Diffusion Inverse Problem Solving with Decoupled Noise Annealing.Bingliang Zhang, Wenda Chu, Julius Berner, Chenlin Meng, Anima Anandkumar, Yang Song
2025CVPRInterpretable Image Classification via Non-parametric Part Prototype Learning.Zhijie Zhu, Lei Fan, Maurice Pagnucco, Yang Song
2025ECAIIPBA: Imperceptible Perturbation Backdoor Attack in Federated Self-Supervised Learning.Jiayao Wang, Yang Song, Zhendong Zhao, Jiale Zhang, Junwu Zhu, Qilin Wu, Dongfang Zhao
2025EMNLPFrom 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
2025EMNLPReasoning-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
2025EMNLPFollowing 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
2025EMNLPTemporal Alignment of Time Sensitive Facts with Activation Engineering.Sanjay Govindan, Maurice Pagnucco, Yang Song
2025EMNLPLock on Target! Precision Unlearning via Directional Control.Yuntao Wen, Ruixiang Feng, Feng Guo, Yifan Wang, Ran Le, Yang Song, Shen Gao, Shuo Shang
2025EuroSysFastIOV: 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
2025ICASSPEnhancing Change Detection in Remote Sensing: Integrating Synthetic Data with Semi-Supervised Learning.Yafei Luo, Erik Meijering, Yang Song
2025ICCVAIM 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
2025ICCVSalvaging 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
2025ICISNavigating Paradox in AI Governance: An Agent-Based Simulation of AI Efficiency and Compliance Dynamics.Haruki Yamashita, Yao Shi, Judith Gebauer, Yang Song
2025ICLRCan a Large Language Model be a Gaslighter?Wei Li, Luyao Zhu, Yang Song, Ruixi Lin, Rui Mao, Yang You
2025ICLRMix-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
2025ICLRPyramidal 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
2025ICLRMaking Transformer Decoders Better Differentiable Indexers.Wuchao Li, Kai Zheng, Defu Lian, Qi Liu, Wentian Bao, Yunen Yu, Yang Song, Han Li, Kun Gai
2025ICLRRecFlow: 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
2025ICLRSimplifying, Stabilizing and Scaling Continuous-time Consistency Models.Cheng Lu, Yang Song
2025ICLRReDeEP: 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
2025ICMLEnergy-Based Preference Model Offers Better Offline Alignment than the Bradley-Terry Preference Model.Yuzhong Hong, Hanshan Zhang, Junwei Bao, Hongfei Jiang, Yang Song
2025ICPADSPC-DPRRT*: An Efficient Method for Collaborative Multi-UAV Path Planning in 4D Spatiotemporal.Yuxing Guo, Jiajia Li, Yang Song, Yuanqiang Liu
2025IJCAIMultimodal Cancer Survival Analysis via Hypergraph Learning with Cross-Modality Rebalance.Mingcheng Qu, Guang Yang, Donglin Di, Tonghua Su, Yue Gao, Yang Song, Lei Fan
2025ICRARipGAN: A GAN-Based Rip Current Data Augmentation Method.Shenyang Qian, Mitchell Harley, Imran Razzak, Yang Song
2025IJCNNSource-free Few-shot Segmentation for Rarer Brain Tumors.Shenghui Yan, Sidong Liu, Antonio Di Ieva, Maurice Pagnucco, Yang Song
2025ICRASynerGuard: A Robust Framework for Point Cloud Classification via Local Geometry and Spatial Topology.Haonan Zhong, Wei Song, Maurice Pagnucco, Yang Song
2025KDDMockLLM: A Multi-Agent Behavior Collaboration Framework for Online Job Seeking and Recruiting.Hongda Sun, Hongzhan Lin, Haiyu Yan, Yang Song, Xin Gao, Rui Yan
2025MICCAILocation-Aware Parameter Fine-Tuning for Multimodal Image Segmentation.Sicong Gao, Maurice Pagnucco, Yang Song
2025MICCAISpatially Gene Expression Prediction Using Dual-Scale Contrastive Learning.Mingcheng Qu, Yuncong Wu, Donglin Di, Yue Gao, Tonghua Su, Yang Song, Lei Fan
2025MICCAIMemory-Augmented Incomplete Multimodal Survival Prediction via Cross-Slide and Gene-Attentive Hypergraph Learning.Mingcheng Qu, Guang Yang, Donglin Di, Yue Gao, Tonghua Su, Yang Song, Lei Fan
2025MICCAIHypergraph Tversky-Aware Domain Incremental Learning for Brain Tumor Segmentation with Missing Modalities.Junze Wang, Lei Fan, Weipeng Jing, Donglin Di, Yang Song, Sidong Liu, Cong Cong
2025NAACLRAG-Star: Enhancing Deliberative Reasoning with Retrieval Augmented Verification and Refinement.Jinhao Jiang, Jiayi Chen, Junyi Li, Ruiyang Ren, Shijie Wang, Xin Zhao, Yang Song, Tao Zhang
2025RecSysGenSAR: Unifying Balanced Search and Recommendation with Generative Retrieval.Teng Shi, Jun Xu, Xiao Zhang, Xiaoxue Zang, Kai Zheng, Yang Song, Enyun Yu
2025SMCCTF: Hybrid Multi-scale Contrastive Transformer for Website Fingerprinting Attack.Juxin Xiao, Yang Song, Yanhui Chen, Yunpeng Li, Jie Yin, Yuling Liu, Qixu Liu
2025WWWLargePiG for Hallucination-Free Query Generation: Your Large Language Model is Secretly a Pointer Generator.Zhongxiang Sun, Zihua Si, Xiaoxue Zang, Kai Zheng, Yang Song, Xiao Zhang, Jun Xu
2025WWWThe 3rd Workshop on Personal Intelligence with Generative AI.Yang Zhang, Wenjie Wang, Xinyu Lin, Fuli Feng, Hongzhi Yin, Wayne Xin Zhao, Lina Yao, Yang Song, Xiangnan He
2025SIGIRRetrieval Augmented Generation with Collaborative Filtering for Personalized Text Generation.Teng Shi, Jun Xu, Xiao Zhang, Xiaoxue Zang, Kai Zheng, Yang Song, Han Li
2025SIGIRReARTeR: Retrieval-Augmented Reasoning with Trustworthy Process Rewarding.Zhongxiang Sun, Qipeng Wang, Weijie Yu, Xiaoxue Zang, Kai Zheng, Jun Xu, Xiao Zhang, Yang Song, Han Li
2025TrustComPROV-LLM: Advanced Persistent Threat Detection Based on Process Behavior Subgraphs Using Large Language Models.Canhua Chen, Yang Song, Yunpeng Li, Yun Feng, Xiaoyu Wang, Yuling Liu, Qixu Liu
2025SIGCOMMHermes: Enhancing Layer-7 Cloud Load Balancers with Userspace-Directed I/O Event Notification.Tian Pan, Enge Song, Yueshang Zuo, Shaokai Zhang, Yang Song, Jiangu Zhao, Wengang Hou, Jianyuan Lu, Xiaoqing Sun, Shize Zhang, Ye Yang, Jiao Zhang, Tao Huang, Biao Lyu, Xing Li, Rong Wen, Zhigang Zong, Shunmin Zhu
2025SIGCOMMNezha: SmartNIC-based Virtual Switch Load Sharing.Xing Li, Enge Song, Bowen Yang, Tian Pan, Ye Yang, Qiang Fu, Yang Song, Yilong Lv, Zikang Chen, Jianyuan Lu, Shize Zhang, Xiaoqing Sun, Rong Wen, Xionglie Wei, Biao Lyu, Zhigang Zong, Qinming He, Shunmin Zhu
2025SIGCOMMAlbatross: A Containerized Cloud Gateway Platform with FPGA-accelerated Packet-level Load Balancing.Jianyuan Lu, Shunmin Zhu, Jun Liang, Yuxiang Lin, Tian Pan, Yisong Qiao, Yang Song, Wenqiang Su, Yixin Xie, Yanqiang Li, Enge Song, Shize Zhang, Xiaoqing Sun, Rong Wen, Xionglie Wei, Biao Lyu, Xing Li
2025SIGCOMMZooRoute: Enhancing Cloud-Scale Network Reliability via Overlay Proactive Rerouting.Xiaoqing Sun, Xionglie Wei, Xing Li, Ju Zhang, Bowen Yang, Yi Wang, Ye Yang, Yu Qi, Le Yu, Chenhao Jia, Zhanlong Zhang, Xinyu Chen, Jianyuan Lu, Shize Zhang, Enge Song, Yang Song, Tian Pan, Rong Wen, Biao Lyu, Yang Xu, Shunmin Zhu
2025WISEFinding Top-K Keywords-Aware Optimal Routes: A Splice-Based Expansion Approach.Yang Song, Jiajia Li, Lei Li, Linlin Ding, Chengcheng Chen
2025WSDMDimeRec: A Unified Framework for Enhanced Sequential Recommendation via Generative Diffusion Models.Wuchao Li, Rui Huang, Haijun Zhao, Chi Liu, Kai Zheng, Qi Liu, Na Mou, Guorui Zhou, Defu Lian, Yang Song, Wentian Bao, Enyun Yu, Wenwu Ou
2024AAAIDecoupled Optimisation for Long-Tailed Visual Recognition.Cong Cong, Shiyu Xuan, Sidong Liu, Shiliang Zhang, Maurice Pagnucco, Yang Song
2024AAAIEnhancing Job Recommendation through LLM-Based Generative Adversarial Networks.Yingpeng Du, Di Luo, Rui Yan, Xiaopei Wang, Hongzhi Liu, Hengshu Zhu, Yang Song, Jie Zhang
2024AAAIYour Career Path Matters in Person-Job Fit.Zhuocheng Gong, Yang Song, Tao Zhang, Ji-Rong Wen, Dongyan Zhao, Rui Yan
2024AAAICoupling 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
2024AAAIPosDiffNet: 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
2024AAAIDistilVPR: Cross-Modal Knowledge Distillation for Visual Place Recognition.Sijie Wang, Rui She, Qiyu Kang, Xingchao Jian, Kai Zhao, Yang Song, Wee Peng Tay
2024ACCVVIFA: 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
2024APWEBBIVXDB: 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
2024APWEBBridging 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
2024BIBEKolmogorov-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
2024CIKMTWIN 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
2024CIKMLarge Language Models Enhanced Collaborative Filtering.Zhongxiang Sun, Zihua Si, Xiaoxue Zang, Kai Zheng, Yang Song, Xiao Zhang, Jun Xu
2024CIKMSAQRec: 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
2024COLINGRewiring the Transformer with Depth-Wise LSTMs.Hongfei Xu, Yang Song, Qiuhui Liu, Josef van Genabith, Deyi Xiong
2024CVPRTowards 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
2024ECAIDomain 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
2024ECIRMFVIEW: Multi-modal Fake News Detection with View-Specific Information Extraction.Marium Malik, Jiaojiao Jiang, Yang Song, Sanjay Jha
2024ICAARTA Three-Valued Semantics for Negotiated Situation of Multi-Agent System Based on BATNA and WATNA.Yang Song, Ken Satoh
2024ICASSPSpontts: Modeling and Transferring Spontaneous Style for TTS.Hanzhao Li, Xinfa Zhu, Liumeng Xue, Yang Song, Yunlin Chen, Lei Xie
2024ICDEIncorporating Dynamic Temperature Estimation into Contrastive Learning on Graphs.Ziyang Liu, Chaokun Wang, Liqun Yang, Yunkai Lou, Hao Feng, Cheng Wu, Kai Zheng, Yang Song
2024ICLRDiffusion Posterior Sampling for Linear Inverse Problem Solving: A Filtering Perspective.Zehao Dou, Yang Song
2024ICLRUnleashing 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
2024ICLRImproved Techniques for Training Consistency Models.Yang Song, Prafulla Dhariwal
2024ICMLVideo-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
2024ICONIPEnriching Degradation Features for Fundus Image Enhancement via Multi-colour Dynamic Filter Network.Ruoyu Guo, Maurice Pagnucco, Yang Song
2024IGARSSMangrove Extraction in Shenzhen Area Based on Multi-Source Temporal Remote Sensing Data.Yarong Zou, Tiantian Feng, Yang Song, Qi Shi
2024IJCAIFormalisation and Evaluation of Properties for Consequentialist Machine Ethics.Raynaldio Limarga, Yang Song, Abhaya Nayak, David Rajaratnam, Maurice Pagnucco
2024IJCAIFederated 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
2024IMCUnderstanding 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
2024InterspeechGLOBE: A High-quality English Corpus with Global Accents for Zero-shot Speaker Adaptive Text-to-Speech.Wenbin Wang, Yang Song, Sanjay Jha
2024IROSRefining Airway Segmentation Through Breakage Filling and Leakage Reduction Using Point Clouds.Yan Hu, Erik Meijering, Yang Song
2024ISSTAToward the Automated Localization of Buggy Mobile App UIs from Bug Descriptions.Antu Saha, Yang Song, Junayed Mahmud, Ying Zhou, Kevin Moran, Oscar Chaparro
2024ITiCSEUtilizing the Constrained K-Means Algorithm and Pre-Class GitHub Contribution Statistics for Forming Student Teams.Jialin Cui, Fangtong Zhou, Chengyuan Liu, Qinjin Jia, Yang Song, Edward F. Gehringer
2024ITiCSEA Comparative Analysis of GitHub Contributions Before and After An OSS Based Software Engineering Class.Jialin Cui, Runqiu Zhang, Ruochi Li, Fangtong Zhou, Yang Song, Edward F. Gehringer
2024KDDGradCraft: Elevating Multi-task Recommendations through Holistic Gradient Crafting.Yimeng Bai, Yang Zhang, Fuli Feng, Jing Lu, Xiaoxue Zang, Chenyi Lei, Yang Song
2024KDDContextual Distillation Model for Diversified Recommendation.Fan Li, Xu Si, Shisong Tang, Dingmin Wang, Kunyan Han, Bing Han, Guorui Zhou, Yang Song, Hechang Chen
2024KDDGRAM: Generative Retrieval Augmented Matching of Data Schemas in the Context of Data Security.Xuanqing Liu, Runhui Wang, Yang Song, Luyang Kong
2024KDDRevisiting Reciprocal Recommender Systems: Metrics, Formulation, and Method.Chen Yang, Sunhao Dai, Yupeng Hou, Wayne Xin Zhao, Jun Xu, Yang Song, Hengshu Zhu
2024KDDA Self-boosted Framework for Calibrated Ranking.Shunyu Zhang, Hu Liu, Wentian Bao, Enyun Yu, Yang Song
2024MICCAIXTranPrune: eXplainability-Aware Transformer Pruning for Bias Mitigation in Dermatological Disease Classification.Ali Ghadiri, Maurice Pagnucco, Yang Song
2024VTCVehicleTalk: Lightweight V2V Network Enabled by Optical Wireless Communication and Sensing.Yang Song, Ruoshen Mo, Pinpin Zhang, Chenchen Wang, Zhengguo Sheng, Yimao Sun, Yanbing Yang
2024WWWThe 2nd Workshop on Recommendation with Generative Models.Wenjie Wang, Yang Zhang, Xinyu Lin, Fuli Feng, Weiwen Liu, Yong Liu, Xiangyu Zhao, Wayne Xin Zhao, Yang Song, Xiangnan He
2024WWWFull Stage Learning to Rank: A Unified Framework for Multi-Stage Systems.Kai Zheng, Haijun Zhao, Rui Huang, Beichuan Zhang, Na Mou, Yanan Niu, Yang Song, Hongning Wang, Kun Gai
2024SIGCSEHow Pre-class Programming Experience Influences Students' Contribution to Their Team Project: A Statistical Study.Jialin Cui, Runqiu Zhang, Ruochi Li, Fangtong Zhou, Yang Song, Edward F. Gehringer
2024SIGIRLarge Language Models for Next Point-of-Interest Recommendation.Peibo Li, Maarten de Rijke, Hao Xue, Shuang Ao, Yang Song, Flora D. Salim
2024SIGIRUniSAR: Modeling User Transition Behaviors between Search and Recommendation.Teng Shi, Zihua Si, Jun Xu, Xiao Zhang, Xiaoxue Zang, Kai Zheng, Dewei Leng, Yanan Niu, Yang Song
2024SIGIRTo Search or to Recommend: Predicting Open-App Motivation with Neural Hawkes Process.Zhongxiang Sun, Zihua Si, Xiao Zhang, Xiaoxue Zang, Yang Song, Hongteng Xu, Jun Xu
2024SIGCOMMCanal Mesh: A Cloud-Scale Sidecar-Free Multi-Tenant Service Mesh Architecture.Enge Song, Yang Song, Chengyun Lu, Tian Pan, Shaokai Zhang, Jianyuan Lu, Jiangu Zhao, Xining Wang, Xiaomin Wu, Minglan Gao, Zongquan Li, Ziyang Fang, Biao Lyu, Pengyu Zhang, Rong Wen, Li Yi, Zhigang Zong, Shunmin Zhu
2024WSDMLabelCraft: Empowering Short Video Recommendations with Automated Label Crafting.Yimeng Bai, Yang Zhang, Jing Lu, Jianxin Chang, Xiaoxue Zang, Yanan Niu, Yang Song, Fuli Feng
2024WSDMMixed Attention Network for Cross-domain Sequential Recommendation.Guanyu Lin, Chen Gao, Yu Zheng, Jianxin Chang, Yanan Niu, Yang Song, Kun Gai, Zhiheng Li, Depeng Jin, Yong Li, Meng Wang
2024WSDMInverse Learning with Extremely Sparse Feedback for Recommendation.Guanyu Lin, Chen Gao, Yu Zheng, Yinfeng Li, Jianxin Chang, Yanan Niu, Yang Song, Kun Gai, Zhiheng Li, Depeng Jin, Yong Li
2024USENIXCyberStar: Simple, Elastic and Cost-Effective Network Functions Management in Cloud Network at Scale.Tingting Xu, Bengbeng Xue, Yang Song, Xiaomin Wu, Xiaoxin Peng, Yilong Lyu, Xiaoliang Wang, Chen Tian, Baoliu Ye, Cam-Tu Nguyen, Biao Lyu, Rong Wen, Zhigang Zong, Shunmin Zhu
2023APWEBTrieKV: Managing Values After KV Separation to Optimize Scan Performance in LSM-Tree.Zekun Yao, Yang Song, Yinliang Yue, Jinzhou Liu, Zhixin Fan
2023CIKMSHARK: 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
2023CIKMLearning 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
2023CIKMKuaiSAR: A Unified Search And Recommendation Dataset.Zhongxiang Sun, Zihua Si, Xiaoxue Zang, Dewei Leng, Yanan Niu, Yang Song, Xiao Zhang, Jun Xu
2023CIKMLeveraging 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
2023CVPRHypLiLoc: Towards Effective LiDAR Pose Regression with Hyperbolic Fusion.Sijie Wang, Qiyu Kang, Rui She, Wei Wang, Kai Zhao, Yang Song, Wee Peng Tay
2023DASFAASequential Hypergraph Convolution Network for Next Item Recommendation.Jiaxing Chen, Hongzhi Liu, Yingpeng Du, Zekai Wang, Yang Song, Zhonghai Wu
2023DICTAAdaptive Local Prototype and Cycle Attention for Few-shot Medical Image Segmentation.Shenyang Qian, Maurice Pagnucco, Yang Song
2023ECAIIdentifying the Defective: Detecting Damaged Grains for Cereal Appearance Inspection.Lei Fan, Yiwen Ding, Dongdong Fan, Yong Wu, Maurice Pagnucco, Yang Song
2023ICDEBrePartition: Optimized High-Dimensional kNN Search with Bregman Distances (Extended Abstract).Yang Song, Yu Gu, Rui Zhang, Ge Yu
2023ICDEInstant 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
2023ICDMBilateral Sequential Hypergraph Convolution Network for Reciprocal Recommendation.Jiaxing Chen, Hongzhi Liu, Hongrui Guo, Yingpeng Du, Zekai Wang, Yang Song, Zhonghai Wu
2023ICIPRobust 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
2023ICLRMaximizing 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
2023ICMLNode Embedding from Neural Hamiltonian Orbits in Graph Neural Networks.Qiyu Kang, Kai Zhao, Yang Song, Sijie Wang, Wee Peng Tay
2023ICMLConsistency Models.Yang Song, Prafulla Dhariwal, Mark Chen, Ilya Sutskever
2023IJCAIGraph Neural Convection-Diffusion with Heterophily.Kai Zhao, Qiyu Kang, Yang Song, Rui She, Sijie Wang, Wee Peng Tay
2023IJCNNCommunity-Aware Federated Video Summarization.Fan Wan, Junyan Wang, Haoran Duan, Yang Song, Maurice Pagnucco, Yang Long
2023InterspeechGeneralizable Zero-Shot Speaker Adaptive Speech Synthesis with Disentangled Representations.Wenbin Wang, Yang Song, Sanjay Jha
2023IROSHyperTraj: Towards Simple and Fast Scene-Compliant Endpoint Conditioned Trajectory Prediction.Renhao Huang, Maurice Pagnucco, Yang Song
2023ICSEBurt: A Chatbot for Interactive Bug Reporting.Yang Song, Junayed Mahmud, Nadeeshan De Silva, Ying Zhou, Oscar Chaparro, Kevin Moran, Andrian Marcus, Denys Poshyvanyk
2023ITiCSECorrelating Students' Class Performance Based on GitHub Metrics: A Statistical Study.Jialin Cui, Runqiu Zhang, Ruochi Li, Yang Song, Fangtong Zhou, Edward F. Gehringer
2023KDDTWIN: TWo-stage Interest Network for Lifelong User Behavior Modeling in CTR Prediction at Kuaishou.Jianxin Chang, Chenbin Zhang, Zhiyi Fu, Xiaoxue Zang, Lin Guan, Jing Lu, Yiqun Hui, Dewei Leng, Yanan Niu, Yang Song, Kun Gai
2023KDDPEPNet: Parameter and Embedding Personalized Network for Infusing with Personalized Prior Information.Jianxin Chang, Chenbin Zhang, Yiqun Hui, Dewei Leng, Yanan Niu, Yang Song, Kun Gai
2023KDDGraph Contrastive Learning with Generative Adversarial Network.Cheng Wu, Chaokun Wang, Jingcao Xu, Ziyang Liu, Kai Zheng, Xiaowei Wang, Yang Song, Kun Gai
2023MICCAIA Closed-Form Solution to Electromagnetic Sensor Based Intraoperative Limb Length Measurement in Total Hip Arthroplasty.Tiancheng Li, Yang Song, Peter Walker, Kai Pan, Victor A. van de Graaf, Liang Zhao, Shoudong Huang
2023MICCAIUncertainty and Shape-Aware Continual Test-Time Adaptation for Cross-Domain Segmentation of Medical Images.Jiayi Zhu, Bart Bolsterlee, Brian V. Y. Chow, Yang Song, Erik Meijering
2023RecSysUnderstanding and Modeling Passive-Negative Feedback for Short-video Sequential Recommendation.Yunzhu Pan, Chen Gao, Jianxin Chang, Yanan Niu, Yang Song, Kun Gai, Depeng Jin, Yong Li
2023RecSysReciprocal Sequential Recommendation.Bowen Zheng, Yupeng Hou, Wayne Xin Zhao, Yang Song, Hengshu Zhu
2023WWWDual-interest Factorization-heads Attention for Sequential Recommendation.Guanyu Lin, Chen Gao, Yu Zheng, Jianxin Chang, Yanan Niu, Yang Song, Zhiheng Li, Depeng Jin, Yong Li
2023SIGIRWhen Search Meets Recommendation: Learning Disentangled Search Representation for Recommendation.Zihua Si, Zhongxiang Sun, Xiao Zhang, Jun Xu, Xiaoxue Zang, Yang Song, Kun Gai, Ji-Rong Wen
2023SIGIRMulti-behavior Self-supervised Learning for Recommendation.Jingcao Xu, Chaokun Wang, Cheng Wu, Yang Song, Kai Zheng, Xiaowei Wang, Changping Wang, Guorui Zhou, Kun Gai
2023WACV1Benjamin Kiefer, Matej Kristan, Janez Pers, Lojze Zust, Fabio Poiesi, Fabio Augusto de Alcantara Andrade, Alexandre Bernardino, Matthew Dawkins, Jenni Raitoharju, Yitong Quan, Adem Atmaca, Timon Hfer, Qiming Zhang, Yufei Xu, Jing Zhang, Dacheng Tao, Lars Sommer, Raphael Spraul, Hangyue Zhao, Hongpu Zhang, Yanyun Zhao, Jan Lukas Augustin, Eui-ik Jeon, Impyeong Lee, Luca Zedda, Andrea Loddo, Cecilia Di Ruberto, Sagar Verma, Siddharth Gupta, Shishir Muralidhara, Niharika Hegde, Daitao Xing, Nikolaos Evangeliou, Anthony Tzes, Vojtech Bartl, Jakub Spanhel, Adam Herout, Neelanjan Bhowmik, Toby P. Breckon, Shivanand Kundargi, Tejas Anvekar, Ramesh Ashok Tabib, Uma Mudengudi, Arpita Vats, Yang Song, Delong Liu, Yonglin Li, Shuman Li, Chenhao Tan, Long Lan, Vladimir Somers, Christophe De Vleeschouwer, Alexandre Alahi, Hsiang-Wei Huang, Cheng-Yen Yang, Jenq-Neng Hwang, Pyong-Kun Kim, Kwangju Kim, Kyoungoh Lee, Shuai Jiang, Haiwen Li, Ziqiang Zheng, Tuan-Anh Vu, Hai Nguyen-Truong, Sai-Kit Yeung, Zhuang Jia, Sophia Yang, Chih-Chung Hsu, Xiu-Yu Hou, Yu-An Jhang, Simon Yang, Mau-Tsuen Yang
2023RO-MANSpeech-Gesture GAN: Gesture Generation for Robots and Embodied Agents.Carson Yu Liu, Gelareh Mohammadi, Yang Song, Wafa Johal
2023SiggraphAPenumbra2.0.Dennis Del Favero, Yang Song, Khalid A. M. Moinuddin, Charles Green, Jason J. Sharples, Alex Ong, Navin Brohier
2023WSDMEZInterviewer: To Improve Job Interview Performance with Mock Interview Generator.Mingzhe Li, Xiuying Chen, Weiheng Liao, Yang Song, Tao Zhang, Dongyan Zhao, Rui Yan
2022ACCVDHG-GAN: Diverse Image Outpainting via Decoupled High Frequency Semantics.Yiwen Xu, Maurice Pagnucco, Yang Song
2022AISTATSDensity Ratio Estimation via Infinitesimal Classification.Kristy Choi, Chenlin Meng, Yang Song, Stefano Ermon
2022APWEBAccelerating Hypergraph Motif Counting Based on Hyperedge Relations.Yuhang Su, Yu Gu, Yang Song, Ge Yu
2022BMVCTowards Unified Multi-Excitation for Unsupervised Video Prediction.Junyan Wang, Likun Qin, Peng Zhang, Yang Long, Bingzhang Hu, Maurice Pagnucco, Shizheng Wang, Yang Song
2022CIKMBillion-user Customer Lifetime Value Prediction: An Industrial-scale Solution from Kuaishou.Kunpeng Li, Guangcui Shao, Naijun Yang, Xiao Fang, Yang Song
2022CIKMPersonalized Query Suggestion with Searching Dynamic Flow for Online Recruitment.Zile Zhou, Xiao Zhou, Mingzhe Li, Yang Song, Tao Zhang, Rui Yan
2022CVPRGrainSpace: 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
2022CVPRGraph-based Spatial Transformer with Memory Replay for Multi-future Pedestrian Trajectory Prediction.Lihuan Li, Maurice Pagnucco, Yang Song
2022CVPRMulti-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
2022DASFAAMarket-Aware Dynamic Person-Job Fit with Hierarchical Reinforcement Learning.Bin Fu, Hongzhi Liu, Hui Zhao, Yao Zhu, Yang Song, Tao Zhang, Zhonghai Wu
2022DASFAALeveraging Search History for Improving Person-Job Fit.Yupeng Hou, Xingyu Pan, Wayne Xin Zhao, Shuqing Bian, Yang Song, Tao Zhang, Ji-Rong Wen
2022ICAARTA Many-valued Semantics for Multi-agent System.Yang Song, Satoshi Tojo
2022ICASSPPreserving Trajectory Privacy in Driving Data Release.Yi Xu, Chong Xiao Wang, Yang Song, Wee Peng Tay
2022ICDEHybridGNN: 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
2022ICIPChannel-Position Self-Attention with Query Refinement Skeleton Graph Neural Network in Human Pose Estimation.Shek Wai Chu, Chaoyi Zhang, Yang Song, Weidong Cai
2022ICIPAutolv: Automatic Lecture Video Generator.Wenbin Wang, Yang Song, Sanjay Jha
2022ICLRSolving Inverse Problems in Medical Imaging with Score-Based Generative Models.Yang Song, Liyue Shen, Lei Xing, Stefano Ermon
2022ICLRSDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations.Chenlin Meng, Yutong He, Yang Song, Jiaming Song, Jiajun Wu, Jun-Yan Zhu, Stefano Ermon
2022ICLRGeoDiff: A Geometric Diffusion Model for Molecular Conformation Generation.Minkai Xu, Lantao Yu, Yang Song, Chence Shi, Stefano Ermon, Jian Tang
2022IJCNNCoGNet: Cooperative Graph Neural Networks.Peibo Li, Yixing Yang, Maurice Pagnucco, Yang Song
2022ICTAINetwork New Word Discovery Framework Based on Sentence Semantic Vector Similarity.Ganfeng Yu, Yue Feng Ma, Yang Song
2022LRECE-ConvRec: A Large-Scale Conversational Recommendation Dataset for E-Commerce Customer Service.Meihuizi Jia, Ruixue Liu, Peiying Wang, Yang Song, Zexi Xi, Haobin Li, Xin Shen, Meng Chen, Jinhui Pang, Xiaodong He
2022MICCAIWhite Matter Tracts are Point Clouds: Neuropsychological Score Prediction and Critical Region Localization via Geometric Deep Learning.Yuqian Chen, Fan Zhang, Chaoyi Zhang, Tengfei Xue, Leo R. Zekelman, Jianzhong He, Yang Song, Nikos Makris, Yogesh Rathi, Alexandra J. Golby, Weidong Cai, Lauren J. O'Donnell
2022MICCAIAdaptive Unified Contrastive Learning for Imbalanced Classification.Cong Cong, Yixing Yang, Sidong Liu, Maurice Pagnucco, Antonio Di Ieva, Shlomo Berkovsky, Yang Song
2022MICCAIFast FF-to-FFPE Whole Slide Image Translation via Laplacian Pyramid and Contrastive Learning.Lei Fan, Arcot Sowmya, Erik Meijering, Yang Song
2022MICCAIElectron Microscope Image Registration Using Laplacian Sharpening Transformer U-Net.Kunzi Xie, Yixing Yang, Maurice Pagnucco, Yang Song
2022RecSysModeling Two-Way Selection Preference for Person-Job Fit.Chen Yang, Yupeng Hou, Yang Song, Tao Zhang, Ji-Rong Wen, Wayne Xin Zhao
2022WWWA Model-Agnostic Causal Learning Framework for Recommendation using Search Data.Zihua Si, Xueran Han, Xiao Zhang, Jun Xu, Yue Yin, Yang Song, Ji-Rong Wen
2022WWWDisentangling Long and Short-Term Interests for Recommendation.Yu Zheng, Chen Gao, Jianxin Chang, Yanan Niu, Yang Song, Depeng Jin, Yong Li
2022SIGIRWhen Multi-Level Meets Multi-Interest: A Multi-Grained Neural Model for Sequential Recommendation.Yu Tian, Jianxin Chang, Yanan Niu, Yang Song, Chenliang Li
2021AAAIError-Correcting Output Codes with Ensemble Diversity for Robust Learning in Neural Networks.Yang Song, Qiyu Kang, Wee Peng Tay
2021ACLPhotoChat: 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
2021AIESEpistemic Reasoning for Machine Ethics with Situation Calculus.Maurice Pagnucco, David Rajaratnam, Raynaldio Limarga, Abhaya Nayak, Yang Song
2021BMVCDynamic Graph Warping Transformer for Video Alignment.Junyan Wang, Yang Long, Maurice Pagnucco, Yang Song
2021CIKMConcept-Aware Denoising Graph Neural Network for Micro-Video Recommendation.Yiyu Liu, Qian Liu, Yu Tian, Changping Wang, Yanan Niu, Yang Song, Chenliang Li
2021CVPRPerceptual Image Compression Using Relativistic Average Least Squares GANs.Zhengxue Cheng, Ting Fu, Jiapeng Hu, Li Guo, Shihao Wang, Xiongxin Zhao, Dajiang Zhou, Yang Song
2021CVPREdge Guided Progressively Generative Image Outpainting.Han Lin, Maurice Pagnucco, Yang Song
2021CVPRExploiting Edge-Oriented Reasoning for 3D Point-Based Scene Graph Analysis.Chaoyi Zhang, Jianhui Yu, Yang Song, Weidong Cai
2021DASFAABeyond Matching: Modeling Two-Sided Multi-Behavioral Sequences for Dynamic Person-Job Fit.Bin Fu, Hongzhi Liu, Yao Zhu, Yang Song, Tao Zhang, Zhonghai Wu
2021EACLExtremely Small BERT Models from Mixed-Vocabulary Training.Sanqiang Zhao, Raghav Gupta, Yang Song, Denny Zhou
2021EMNLPImproved Word Sense Disambiguation with Enhanced Sense Representations.Yang Song, Xin Cai Ong, Hwee Tou Ng, Qian Lin
2021EMNLPFast WordPiece Tokenization.Xinying Song, Alex Salcianu, Yang Song, Dave Dopson, Denny Zhou
2021FIEPyRoboCar: A Low-cost Deep Neural Network-based Autonomous Car.Gordon Hendry, Seth Harris, Ryan Goodwin, Leonid Neverov, Yunkai Xiao, David Tian, Yang Song
2021HAISpeech-based Gesture Generation for Robots and Embodied Agents: A Scoping Review.Yu Liu, Gelareh Mohammadi, Yang Song, Wafa Johal
2021ICCVWalk in the Cloud: Learning Curves for Point Clouds Shape Analysis.Tiange Xiang, Chaoyi Zhang, Yang Song, Jianhui Yu, Weidong Cai
2021ICDEProMIPS: Efficient High-Dimensional c-Approximate Maximum Inner Product Search with a Lightweight Index.Yang Song, Yu Gu, Rui Zhang, Ge Yu
2021ICIPIterative Subnetwork With Linear Hierarchical Ordering for Human Pose Estimation.Shek Wai Chu, Chaoyi Zhang, Yang Song, Tom Weidong Cai
2021ICLRScore-Based Generative Modeling through Stochastic Differential Equations.Yang Song, Jascha Sohl-Dickstein, Diederik P. Kingma, Abhishek Kumar, Stefano Ermon, Ben Poole
2021ICLRLearning Energy-Based Models by Diffusion Recovery Likelihood.Ruiqi Gao, Yang Song, Ben Poole, Ying Nian Wu, Diederik P. Kingma
2021ICLRImproved Autoregressive Modeling with Distribution Smoothing.Chenlin Meng, Jiaming Song, Yang Song, Shengjia Zhao, Stefano Ermon
2021ICLRAnytime Sampling for Autoregressive Models via Ordered Autoencoding.Yilun Xu, Yang Song, Sahaj Garg, Linyuan Gong, Rui Shu, Aditya Grover, Stefano Ermon
2021ICMLAccelerating Feedforward Computation via Parallel Nonlinear Equation Solving.Yang Song, Chenlin Meng, Renjie Liao, Stefano Ermon
2021ICONIPDeformable Convolution and Semi-supervised Learning in Point Clouds for Aneurysm Classification and Segmentation.Yan Hu, Erik Meijering, Yong Xia, Yang Song
2021IJCNNICE-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
2021ICRAInvariant EKF based 2D Active SLAM with Exploration Task.Mengya Xu, Yang Song, Yongbo Chen, Shoudong Huang, Qi Hao
2021MICCAIDeep Fiber Clustering: Anatomically Informed Unsupervised Deep Learning for Fast and Effective White Matter Parcellation.Yuqian Chen, Chaoyi Zhang, Yang Song, Nikos Makris, Yogesh Rathi, Weidong Cai, Fan Zhang, Lauren J. O'Donnell
2021MICCAISemi-supervised Adversarial Learning for Stain Normalisation in Histopathology Images.Cong Cong, Sidong Liu, Antonio Di Ieva, Maurice Pagnucco, Shlomo Berkovsky, Yang Song
2021MICCAILearning Visual Features by Colorization for Slide-Consistent Survival Prediction from Whole Slide Images.Lei Fan, Arcot Sowmya, Erik Meijering, Yang Song
2021MICCAILearning with Noise: Mask-Guided Attention Model for Weakly Supervised Nuclei Segmentation.Ruoyu Guo, Maurice Pagnucco, Yang Song
2021MICCAIBiX-NAS: Searching Efficient Bi-directional Architecture for Medical Image Segmentation.Xinyi Wang, Tiange Xiang, Chaoyi Zhang, Yang Song, Dongnan Liu, Heng Huang, Weidong Cai
2021MICCAIVoxel-Wise Cross-Volume Representation Learning for 3D Neuron Reconstruction.Heng Wang, Chaoyi Zhang, Jianhui Yu, Yang Song, Siqi Liu, Wojciech Chrzanowski, Weidong Cai
2021WCNCAnchor-Free Multi-Level Self-Localization in Ad-hoc Networks.Yang Song, Ian Bajaj, Ramtin Rabiee, Wee Peng Tay
2021SIGIRSequential Recommendation with Graph Neural Networks.Jianxin Chang, Chen Gao, Yu Zheng, Yiqun Hui, Yanan Niu, Yang Song, Depeng Jin, Yong Li
2020AAAIShape-Oriented Convolution Neural Network for Point Cloud Analysis.Chaoyi Zhang, Yang Song, Lina Yao, Weidong Cai
2020AISTATSGaussianization Flows.Chenlin Meng, Yang Song, Jiaming Song, Stefano Ermon
2020AISTATSPermutation Invariant Graph Generation via Score-Based Generative Modeling.Chenhao Niu, Yang Song, Jiaming Song, Shengjia Zhao, Aditya Grover, Stefano Ermon
2020APWEBGeneralized Collaborative Personalized Ranking for Recommendation.Bin Fu, Hongzhi Liu, Yang Song, Tao Zhang, Zhonghai Wu
2020CIKMLearning 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
2020CVPRUnsupervised 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
2020DICTADual-Stage Domain Adaptive Mitosis Detection for Histopathology Images.Veena Dodballapur, Yang Song, Heng Huang, Mei Chen, Wojciech Chrzanowski, Tom Weidong Cai
2020DICTAAn Improved Discriminator for GAN-Based Trajectory Prediction Models.Renhao Huang, Yang Song, Maurice Pagnucco
2020ECCVImproving 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
2020EDMEDM and Privacy: Ethics and Legalities of Data Collection, Usage, and Storage.Mark Klose, Vasvi Desai, Yang Song, Edward F. Gehringer
2020EDMDetecting 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
2020ICARCVTowards Enforcing Social Distancing Regulations with Occlusion-Aware Crowd Detection.Cong Cong, Zhichao Yang, Yang Song, Maurice Pagnucco
2020ICMLTraining Deep Energy-Based Models with f-Divergence Minimization.Lantao Yu, Yang Song, Jiaming Song, Stefano Ermon
2020ICONIPAutomatic Dropout for Deep Neural Networks.Veena Dodballapur, Rajanish Calisa, Yang Song, Weidong Cai
2020IGARSSRobust Estimation Approach for Plane Fitting in 3D Laser Scanning Data.Lishuo Zhang, Hong Lin, Changhui Li, Yang Song, Feng Wang
2020IGARSSTree Height Extraction in Sparse Scenes Based on UAV Remote Sensing.Yuanzhong Liu, Minfeng Xing, Xiaozhe Zhou, Yang Song, Danyang Wang
2020MICCAIBiO-Net: Learning Recurrent Bi-directional Connections for Encoder-Decoder Architecture.Tiange Xiang, Chaoyi Zhang, Dongnan Liu, Yang Song, Heng Huang, Weidong Cai
2019ACLGenerating Long and Informative Reviews with Aspect-Aware Coarse-to-Fine Decoding.Junyi Li, Wayne Xin Zhao, Ji-Rong Wen, Yang Song
2019CIKMTowards Effective and Interpretable Person-Job Fitting.Ran Le, Wenpeng Hu, Yang Song, Tao Zhang, Dongyan Zhao, Rui Yan
2019CVPRClass-Balanced Loss Based on Effective Number of Samples.Yin Cui, Menglin Jia, Tsung-Yi Lin, Yang Song, Serge J. Belongie
2019CVPRMultiscale 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
2019DASFAAUsing Fractional Latent Topic to Enhance Recurrent Neural Network in Text Similarity Modeling.Yang Song, Wenxin Hu, Liang He
2019DICTAAssessment and Elimination of Inflammatory Cell: A Machine Learning Approach in Digital Cytology.Jing Ke, Junwei Deng, Yizhou Lu, Dadong Wang, Yang Song, Huijuan Zhang
2019EMNLPDomain Adaptation for Person-Job Fit with Transferable Deep Global Match Network.Shuqing Bian, Wayne Xin Zhao, Yang Song, Tao Zhang, Ji-Rong Wen
2019EMNLPRepresentation Learning with Ordered Relation Paths for Knowledge Graph Completion.Yao Zhu, Hongzhi Liu, Zhonghai Wu, Yang Song, Tao Zhang
2019FIEA Test-Driven Approach to Improving Student Contributions to Open-Source Projects.Zhewei Hu, Yang Song, Edward F. Gehringer
2019FIEAlignment of Deliberate Practice to Micro-credentials in an Introductory Computer Science Course.Yang Song
2019HCIFixation 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
2019ICIPNew Stereo High Dynamic Range Imaging Method Using Generative Adversarial Networks.Yeyao Chen, Mei Yu, Ken Chen, Gangyi Jiang, Yang Song, Zongju Peng, Fen Chen
2019ICIPHuman Pose Estimation Using Deep Convolutional Densenet Hourglass Network with Intermediate Points Voting.Shek Wai Chu, Yang Song, Ju Jia Zou, Weidong Cai
2019IGARSSAn Effective Leaf Area Index Estimation Method for Wheat from UAV-Based Point Cloud Data.Yang Song, Jinfei Wang, Bo Shan
2019IJCAINuclei 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
2019IJCAITalking Face Generation by Conditional Recurrent Adversarial Network.Yang Song, Jingwen Zhu, Dawei Li, Andy Wang, Hairong Qi
2019IJCNNSelf-Attention based Network For Medical Query Expansion.Su Chen, Qinmin Vivian Hu, Yang Song, Yun He, Huaying Wu, Liang He
2019INFOCOMBeyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning.Zhibo Wang, Mengkai Song, Zhifei Zhang, Yang Song, Qian Wang, Hairong Qi
2019ICRAUWB/LiDAR Fusion For Cooperative Range-Only SLAM.Yang Song, Mingyang Guan, Wee Peng Tay, Choi Look Law, Changyun Wen
2019IGARSSA New Method for Urban Subsidence Monitoring Using Time Series InSAR Combining Tandem: A Case Study of Pazhou Island.Changhui Li, Qi Liu, Yang Song, Fanyang Zeng, Chenyue Chen
2019IVVolume Completion for Trimmed B-Reps.Yang Song, Elaine Cohen
2019KDDInterview Choice Reveals Your Preference on the Market: To Improve Job-Resume Matching through Profiling Memories.Rui Yan, Ran Le, Yang Song, Tao Zhang, Xiangliang Zhang, Dongyan Zhao
2019MICCAIHD-Net: Hybrid Discriminative Network for Prostate Segmentation in MR Images.Haozhe Jia, Yang Song, Heng Huang, Weidong Cai, Yong Xia
2019MICCAIVessel-Net: Retinal Vessel Segmentation Under Multi-path Supervision.Yicheng Wu, Yong Xia, Yang Song, Donghao Zhang, Dongnan Liu, Chaoyi Zhang, Weidong Cai
2019NPCASTracer: An Efficient Tracing Tool for HDFS with Adaptive Sampling.Yang Song, Yunchun Li, Shuhan Wu, Hailong Yang, Wei Li
2019PAKDDEnhancing the Healthcare Retrieval with a Self-adaptive Saturated Density Function.Yang Song, Wenxin Hu, Liang He, Liang Dou
2019PAKDDMSNE: A Novel Markov Chain Sampling Strategy for Network Embedding.Ran Wang, Yang Song, Xinyu Dai
2019VTCEnhanced Codebook Assisted Tomlinson-Harashima Precoding with Low Feed-Forward Overhead.Yuming Yang, Kaili Zheng, Yang Song, Yue Xiao, Xiaojuan Zeng
2019UAISliced Score Matching: A Scalable Approach to Density and Score Estimation.Yang Song, Sahaj Garg, Jiaxin Shi, Stefano Ermon
2018AAAIr-BTN: Cross-Domain Face Composite and Synthesis From Limited Facial Patches.Yang Song, Zhifei Zhang, Hairong Qi
2018APWEBLIDH: An Efficient Filtering Method for Approximate k Nearest Neighbor Queries Based on Local Intrinsic Dimension.Yang Song, Yu Gu, Ge Yu
2018CSCWDAn Interaction Embedded Framework for Healthcare Search.Yang Song, Yuling Sun, Qinmin Hu, Liang He
2018CVPRLarge Scale Fine-Grained Categorization and Domain-Specific Transfer Learning.Yin Cui, Yang Song, Chen Sun, Andrew Howard, Serge J. Belongie
2018CVPRThe 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
2018CVPRLarge Kernel Refine Fusion Net for Neuron Membrane Segmentation.Dongnan Liu, Donghao Zhang, Yang Song, Chaoyi Zhang, Heng Huang, Mei Chen, Weidong Cai
2018DACSARA: self-aware resource allocation for heterogeneous MPSoCs.Yang Song, Olivier Alavoine, Bill Lin
2018DATERow-buffer hit harvesting in orchestrated last-level cache and DRAM scheduling for heterogeneous multicore systems.Yang Song, Olivier Alavoine, Bill Lin
2018DICTAMemory 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
2018DICTAMS-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
2018FIERedesigning a Computer Science Capstone Course with Micro-credentials.Yang Song
2018ICASSPNo-Reference Hdr Image Quality Assessment Method Based on Tensor Space.Feifan Guan, Gangyi Jiang, Yang Song, Mei Yu, Zongju Peng, Fen Chen
2018ICASSPPrivacy-Aware Kalman Filtering.Yang Song, Chong Xiao Wang, Wee Peng Tay
2018ICIPDensely 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
2018ICIPWhole Slide Image Classification via Iterative Patch Labelling.Chaoyi Zhang, Yang Song, Donghao Zhang, Sidong Liu, Mei Chen, Weidong Cai
2018ICLRPixelDefend: Leveraging Generative Models to Understand and Defend against Adversarial Examples.Yang Song, Taesup Kim, Sebastian Nowozin, Stefano Ermon, Nate Kushman
2018ICMLAccelerating Natural Gradient with Higher-Order Invariance.Yang Song, Jiaming Song, Stefano Ermon
2018ICONIP3D Large Kernel Anisotropic Network for Brain Tumor Segmentation.Dongnan Liu, Donghao Zhang, Yang Song, Fan Zhang, Lauren J. O'Donnell, Weidong Cai
2018ICONIPEnhancing the Recurrent Neural Networks with Positional Gates for Sentence Representation.Yang Song, Wenxin Hu, Qin Chen, Qinmin Hu, Liang He
2018ICSEOpen-source software in class: students' common mistakes.Zhewei Hu, Yang Song, Edward F. Gehringer
2018MICCAIMultiscale Network Followed Network Model for Retinal Vessel Segmentation.Yicheng Wu, Yong Xia, Yang Song, Yanning Zhang, Weidong Cai
2018MICCAIPanoptic Segmentation with an End-to-End Cell R-CNN for Pathology Image Analysis.Donghao Zhang, Yang Song, Dongnan Liu, Haozhe Jia, Siqi Liu, Yong Xia, Heng Huang, Weidong Cai
2018SIGCSEEarly Detection on Students' Failing Open-Source based Course Projects using Machine Learning Approaches: (Abstract Only).Yifan Guo, Yang Song, Edward F. Gehringer
2018WACVDecoupled Learning for Conditional Adversarial Networks.Zhifei Zhang, Yang Song, Hairong Qi
2017CVPRSpeed/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
2017CVPRAge Progression/Regression by Conditional Adversarial Autoencoder.Zhifei Zhang, Yang Song, Hairong Qi
2017FIECollusion in educational peer assessment: How much do we need to worry about it?Yang Song, Zhewei Hu, Edward F. Gehringer
2017ICCVLocally-Transferred Fisher Vectors for Texture Classification.Yang Song, Fan Zhang, Qing Li, Heng Huang, Lauren J. O'Donnell, Weidong Cai
2017ICIPPerson re-identification using visual attention.Alireza Rahimpour, Liu Liu, Ali Taalimi, Yang Song, Hairong Qi
2017ICIPA 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
2017IPINReal-time identification of NLOS range measurements for enhanced UWB localization.Karthikeyan Gururaj, Anojh Kumaran Rajendra, Yang Song, Choi Look Law, Guofa Cai
2017IPINRobust decentralized localization in impulsive noise.Yang Song, Wee Peng Tay, Choi Look Law
2017IPINGrid-based belief propagation.Yang Song, Chong Xiao Wang, Wee Peng Tay, Choi Look Law
2017MICCAITriple-Crossing 2.5D Convolutional Neural Network for Detecting Neuronal Arbours in 3D Microscopic Images.Siqi Liu, Donghao Zhang, Yang Song, Hanchuan Peng, Weidong Cai
2017MICCAISupervised Intra-embedding of Fisher Vectors for Histopathology Image Classification.Yang Song, Hang Chang, Heng Huang, Weidong Cai