Tong Yang | Talks

Talks in 2023 (video):

Date	Institution	Presenter	Conference	Title
24/03/09	Peking University	Ruwen Zhang	KDD '23	Sketch-Based Anomaly Detection in Streaming Graphs.
24/03/09	Nanjing University	Zhaochen Zhou	SIGMOD '24	Grafite: Taming Adversarial Queries with Optimal Range Filters.
24/03/02	UT Austin	Haoyu Li	/	Accelerating Distributed Deep Learning using Lossless Homomorphic Compression.
24/03/02	Northeastern University	Kejun Guo	TON '24	Per-Flow Network Measurement With Distributed Sketch.
24/02/24	Peking University	Ziwei Wang	/	DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction.
24/02/24	Hunan University	Shuyu Pei	TPDS '23	On-line Network Traffic Anomaly Detection Based on Tensor Sketch.
24/02/17	Peking University	Yuanpeng Li	ICNP '22	SketchINT: Empowering INT with TowerSketch for Per-flow Per-switch Measurement.
24/02/17	Soochow University	Xi Zhou	VLDB '23	Panakos: Chasing the Tails for Multidimensional Data Streams.
24/01/27	Peking University	Ruixin Wang	KDD '23	MimoSketch: A Framework to Mine Item Frequency on Multiple.
24/01/20	Peking University	Peizhuang Cong	OSDI '22	ORCA: A Distributed Serving System for Transformer-Based Generative Models.
24/01/20	Central South University	Qicheng Mo	ICPP '22	UA-Sketch: An Accurate Approach to Detect Heavy Flow based on Uninterrupted Arrival.
24/01/13	Peking University	Jiarui Guo	KDD '22	HyperLogLogLog: Cardinality Estimation with One Log More.
24/01/13	Nanjing University	Yongxi Sui	VLDB '22	New wine in an old bottle: data-aware hash functions for bloom filters.
24/01/06	Peking University	Ruijie Miao	SIGMOD '23	High-Throughput Vector Similarity Search in Knowledge Graphs.
24/01/06	Northeastern University	Yiming Lv	TON '23	A One-Pass Clustering Based Sketch Method for Network Monitoring.
23/12/30	Peking University	Feiyu Wang	SIGMETRICS '23	Smash: Flexible, Fast, and Resource-efficient Placement and Lookup of Distributed Storage.
23/12/30	Hunan University	Haojie Ji	SIGMOD '24	FineMon: An Innovative Adaptive Network Telemetry Scheme for Fine-Grained, Multi-Metric Data Monitoring with Dynamic Frequency Adjustment and Enhanced Data Recovery.
23/12/23	Peking University	Zirui Liu	SIGMOD '24	CAFE: Towards Compact, Adaptive, and Fast Embedding for Large-scale Recommendation Models.
23/12/23	Soochow University	Dan Wang	SIGMOD '23	Pontus: Finding Waves in Data Streams.
23/12/16	Southeast University	Yifei Li	CN '23	Finding Recently Persistent Flows in High-Speed Packet Streams based on Cuckoo Filter.
23/12/09	Peking University	Kaicheng Yang	ICDE '23	HyperCalm Sketch: One-Pass Mining Periodic Batches in Data Streams.
23/12/09	Nanjing University	Zhaochen Zhou	VLDB '22	SNARF: a learning-enhanced range filter.
23/11/25	Peking University	Yikai Zhao	SIGMOD '23	Double-Anonymous Sketch: Achieving Top-K-fairness for Finding Global Top-K Frequent Items.
23/11/25	Northeastern University	Yangsheng Yan	ICNP '22	SketchGuide: Reconﬁguring Sketch-based Measurement on Programmable Switches.
23/11/18	Peking University	Qizhi Chen	SIGKDD '22	Sampling-based Estimation of The Number of Distinct Values in Distributed Environment.
23/11/11	Peking University	Wenpu Liu	TKDE '23	A Sketch Framework for Approximate Data Stream Processing in Sliding Windows.
23/11/11	Soochow University	Shankui Ji	ICDE '21	The Logarithmic Dynamic Cuckoo Filter.
23/11/04	Peking University	Runjie Zhou	ICLR '23	Dataless Knowledge Fusion by Merging Weights of Language Models.
23/11/04	Northeastern University	Songlin Chen	SIGCOMM '23	OmniWindow: A General and Efficient Window Mechanism Framework for Network Telemetry.
23/10/28	Peking University	Yalun Cai	SIGMOD '21	Out of Many We are One: Measuring Item Batch with Clock-Sketch.
23/10/28	Southeast University	Zeping Tang	ICNP '23	Bucket-level Elastic Cuckoo Filter Based on Consistent Hashing with High Memory Efficiency.
23/10/21	Peking University	Xiangwei Deng	SIGCOMM '23	BitSense: Universal and Nearly Zero-Error Optimization for Sketch Counters with Compressive.
23/10/14	Peking University	Hanglong Lv	NSDI '23	Enhancing Global Network Monitoring with Magnifier.
23/10/14	Nanjing University	Mingxin Li	SIGCOMM '23	Direct Telemetry Access.
23/10/07	Peking University	Wenrui Liu	SIGCOMM '21	Programmable Packet Scheduling with a Single Queue.
23/09/30	Peking University	Yisen Hong	Software Impacts	The t-digest: Efficient estimates of distributions.
23/09/30	Soochow University	Yifan Han	SIGCOMM '23	BitSense: Universal and Nearly Zero-Error Optimization for Sketch Counters with Compressive Sensing.
23/09/23	Peking University	Yujie Chen	SIGCOMM '22	FlyMon: enabling on-the-fly task reconfiguration for network measurement.
23/09/23	Southeast University	Liukun He	SIGCOMM '23	ChameleMon: Shifting Measurement Attention as Network State Changes.
23/09/16	Peking University	Zihan Jiang	ICDE '23	SK-Gradient: Efficient Communication for Distributed Machine Learning with Data Sketch.
23/09/16	Central South University	Min Zhan	INFOCOM '20	Clustering-preserving Network Flow Sketching.
23/09/09	Peking University	Haoyu Li	SIGMOD '24	ChainedFilter: Combining Membership Filters by Chain Rule.
23/09/09	Nanjing University	Shusen Chen	SIGMOD '23	When Tree Meets Hash: Reducing Random Reads for Index Structures on Persistent Memories.
23/09/02	Peking University	Jianan Ji	SIGCOMM '23	P4LRU: Towards An LRU Cache Entirely in Programmable Data Plane.
23/09/02	Northeastern University	Kejun Guo	NSDI '23	Sketchovsky: Enabling Ensembles of Sketches on Programmable Switches.
23/08/26	Peking University	Qilong Shi	ToN '23	Ark Filter: A General and Space-Efficient Sketch for Network Flow Analysis.
23/08/26	Southeast University	Ziang Jin	TPDS	Efficient and Accurate Flow Record Collection With HashFlow.
23/08/19	Central South University	Shu Lin	ICPP '22	SHE: A Generic Framework for Data Stream Mining over Sliding Windows.
23/08/12	Peking University	Yifan Zhu	TKDE '23	OneSketch: A Generic and Accurate Sketch for Data Streams.
23/08/12	Peking University	Lilai Liu	SIGCOMM '22	Continuous In-Network Round-Trip Time Monitoring.
23/08/05	Nanjing University	Mingxin Li	SIGCOMM CCR '23	Fast In-kernel Traffic Sketching in eBPF.
23/07/29	Peking University	Ruwen Zhang	TKDE '23	OneSketch: A Generic and Accurate Sketch for Data Streams.
23/07/22	Peking University	Yuhan Wu	ICDE '23	KVSAgg: Secure Aggregation of Distributed Key-Value Sets.
23/07/22	Soochow University	Hanwen Zhang	ICNP '22	Talent Sketch: LSTM-based Sketch for Adaptive and High-Precision Network Measurement.
23/07/15	Southeast University	Yongjie Luo	PVLDB '22	Enabling Efficient and General Subpopulation Analytics in Multidimensional Data Streams.
23/07/08	Peking University	Ziwei Wang	ICDE '23	REncoder: A Space-Time Efficient Range Filter with Local Encoder.
23/07/08	Central South University	Zirong Wei	INFOCOM '22	MC-Sketch: Enabling Heterogeneous Network Monitoring Resolutions with Multi-Class Sketch
23/07/01	Peking University	Yuanpeng Li	SIGMOD '23	LadderFilter: Filtering Infrequent Items with Small Memory and Time Overhead
23/07/01	Nanjing University	Shizhe Liu	SIGMOD '23	Infinifilter: Expanding Filters to Infinity and Beyond
23/06/24	Peking University	Ruixin Wang	SIGKDD '23	MicroscopeSketch: Accurate Sliding Estimation Using Adaptive Zooming
23/06/24	Northeastern University	Kejun Guo	NSDI '23	Sketchovsky: Enabling Ensembles of Sketches on Programmable Switches
23/06/17	Peking University	Chunhui Chen	ICDE '23	Wind-Bell Index: Towards Ultra-Fast Edge Query for Graph Databases
23/06/17	Southeast University	Jiangtao Zheng	NDSS '23	A Robust Counting Sketch for Data Plane Intrusion Detection
23/06/10	Peking University	Zhuochen Fan	SIGMOD '23	TreeSensing: Linearly Compressing Sketches with Flexibility
23/06/10	Central South University	Jing Shao	INFOCOM '20	SpreadSketch: Toward Invertible and Network-Wide Detection of Superspreaders
23/06/03	Peking University	Jiarui Guo	SIGKDD '23	SketchPolymer: Estimate Per-item Tail Quantile Using One Sketch
23/05/27	Peking University	Ruijie Miao	SIGKDD '23	Hyper-USS: Answering Subset Query Over Multi-Attribute Data Stream
23/05/27	Hunan University	Jiazheng Tian	INFOCOM '21	Low Cost Sparse Network Monitoring Based on Block Matrix Completion
23/05/20	Peking University	Feiyu Wang	SIGMOD '23	JoinSketch: A Sketch Algorithm for Accurate and Unbiased Inner-Product Estimation
23/05/20	Soochow University	Kejian Li	SIGMOD '21	Building Fast and Compact Sketches for Approximately Multi-Set Multi-Membership Querying
23/05/13	Peking University	Zirui Liu	ATC '21	One-sided RDMA-Conscious Extendible Hashing for Disaggregated Memory
23/05/13	Southeast University	Jiaming Zhang	VLDB '23	Auxo: A Scalable and Efficient Graph Stream Summarization Structure
23/05/06	Peking University	Xiaodong Li	ICDE '23	Finding Simplex Items in Data Streams
23/05/06	Central South University	Wenlu Zhang	VLDB '21	PR-Sketch: Monitoring Per-key Aggregation of Streaming Data with Nearly Full Accuracy
23/04/22	Peking University	Yixin Zhang	NSDI '22	SketchLib: Enabling Efficient Sketch-based Monitoring on Programmable Switches
23/04/22	Nanjing University	Guoying Zhu	SOSP '17	Netcache: Balancing key-value stores with fast in-network caching.
23/04/15	UCSB	Fuheng Zhao	VLDB '22/'21	Efficient Big Data Analysis with the Presence of Deletions
23/04/08	Peking University	Kaicheng Yang	SIGCOMM '22	PrintQueue: Performance Diagnosis via Queue Measurement in the Data Plane
23/04/01	Southeast University	Yeke Wu	SIGKDD '20	Incremental Lossless Graph Summarization
23/04/01	Peking University	Yikai Zhao	NSDI '22	Dynamic Scheduling of Approximate Telemetry Queries
23/03/25	Central South University	Sitan Li	SIGKDD '21	DHS: Adaptive Memory Layout Organization of Sketch Slots for Fast and Accurate Data Stream Processing
23/03/25	Peking University	Qizhi Chen	VLDB '21	Stingy Sketch: A Sketch Framework for Accurate and Fast Frequency Estimation
23/03/18	Nanjing University	Wenqi Luo	SIGMOD '18	SuRF: Practical Range Query Filtering with Fast Succinct Tries

Talks before 2023 (video):

Date	Institution	Presenter	Conference	Title
22/12/23	Peking University	Rui Qiu	IEEE/ACM ToN	Cardinality Estimation for Elephant Flows on Virtual Register Sharing
22/11/06	Peking University	Wenrui Liu	-	P4基础教程
22/08/25	Peking University	Yifan Zhu	FFSPIN '22	PISketch: Finding Persistent and Infrequent Flows
22/07/29	Peking University	Ruwen Zhang	ICNP '22	BurstBalancer: Do Less, Better Balance for Large-scale Data Center Traffic
22/07/22	Peking University	Yuhan Wu	ICDE '19	Multi-copy Cuckoo Hashing
22/06/24	Peking University	Ziwei Wang	SIGKDD '20	Sliding Sketches: A Framework using Time Zones for Data Stream Processing in Sliding Windows
22/06/17	Peking University	Ruixin Wang	ICDE '22	PeriodicSketch: Finding Periodic Items in Data Streams
22/05/20	Peking University	Yuanpeng Li	SIGKDD '21	Cluster-Reduce: Compressing Sketches for Distributed Data Streams
22/05/13	Peking University	Ruijie Miao	-	Flink中的sketch实现
22/05/08	Peking University	Sheng Long	-	Redis中Sketch实现
22/04/29	Peking University	Chunhui Chen	WWW '22	QCluster: Clustering Packets for Flow Scheduling
22/04/24	Peking University	Feiyu Wang	SIGKDD '20	WavingSketch: An Unbiased and Generic Sketch for Finding Top-k Items in Data Streams
22/04/15	Peking University	Zirui Liu	SIGMOD '18	SketchML: Accelerating Distributed Machine Learning with Data Sketches
22/04/10	Peking University	Xiaodong Li	NSDI '21	ATP:In-network Aggregation for Multi-tenant Learning
22/03/18	Peking University	Yixin Zhang	VLDB '21	SKT: A One-Pass Multi-Sketch Data Analytics Accelerator
22/03/11	Peking University	Qizhi Chen	VLDB '21	KLL±: Approximate Qantile Sketches over Dynamic Datasets
22/03/05	Peking University	Kaicheng Yang	SIGCOMM '19	HPCC: high precision congestion control
21/12/31	Peking University	Yikai Zhao	SIGCOMM '21	Programmable Packet Scheduling with a Single Queue
21/12/24	Peking University	Rui Qiu	ICDE '19	Fast and Accurate Graph Stream Summarization
21/12/17	Peking University	Zhuochen Fan	VLDB '21	On-Off Sketch: A Fast and Accurate Sketch on Persistence
21/12/08	Peking University	Guanyu Qu	Usenix Security '21	Ripple: A Programmable, Decentralized Link-Flooding Defense Against Adaptive Adversaries
21/11/26	Peking University	Yifan Zhu	ATC '18	Heavykeeper: An Accurate Algorithm for Finding Top-k Elephant Flows
21/11/21	Peking University	Yikai Zhao	-	NS-2教程
21/11/19	Peking University	Ruwen Zhang	VLDB '21	Randomized Error Removal for Online Spread Estimation in Data Streaming
21/11/13	Peking University	Ruijie Miao	SIGCOMM '18	AuTO: Scaling Deep Reinforcement Learning for Datacenter-Scale Automatic Traffic Optimization
21/11/05	Peking University	Yuhan Wu	VLDB '19	DDSketch: A fast and fully-mergeable quantile sketch with relative-error guarantees
21/10/29	Peking University	Ziwei Wang	SIGMOD '21	BurstSketch: Finding Bursts in Data Streams
21/10/22	Peking University	Ruixin Wang	SIGCOMM '21	CocoSketch: High-Performance Sketch-based Measurement over Arbitrary Partial Key Query
21/10/15	Peking University	Yan Wang	VLDB '21	Space- and Computationally-Efficient Set Reconciliation via Parity Bitmap Sketch (PBS)
21/10/08	Peking University	Yuanpeng Li	NSDI '21	Toward Nearly-Zero-Error Sketching via Compressive Sensing