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Viewing Publication 1 - 89 from 89

2024

MMBench: Is Your Multi-modal Model an All-Around Player?Yuan Liu 0025, Haodong Duan, Yuanhan Zhang, Bo Li, Songyang Zhang, Wangbo Zhao, Yike Yuan, Jiaqi Wang 0003, Conghui He, Ziwei Liu 0002, Kai Chen 0026, Dahua Lin. eccv 2025: 216-233 [doi]

PixMIM: Rethinking Pixel Reconstruction in Masked Image ModelingYuan Liu 0025, Songyang Zhang, Jiacheng Chen, Kai Chen 0026, Dahua Lin. tmlr, 2024, 2024. [doi]

T-Eval: Evaluating the Tool Utilization Capability of Large Language Models Step by StepZehui Chen, Weihua Du, Wenwei Zhang, Kuikun Liu, Jiangning Liu, Miao Zheng, Jingming Zhuo, Songyang Zhang, Dahua Lin, Kai Chen 0026, Feng Zhao. acl 2024: 9510-9529 [doi]

LLaST: Improved End-to-end Speech Translation System Leveraged by Large Language ModelsXi Chen, Songyang Zhang, Qibing Bai, Kai Chen, Satoshi Nakamura. acl 2014: 6976-6987 [doi]

Efficient Eigen-Decomposition for Low-Rank Symmetric Matrices in Graph Signal Processing: An Incremental ApproachQinwen Deng, Yangwen Zhang, Mo Li, Songyang Zhang, Zhi Ding 0001. tsp, 72:4918-4934, 2024. [doi]

BotChat: Evaluating LLMs' Capabilities of Having Multi-Turn DialoguesHaodong Duan, Jueqi Wei, Chonghua Wang, Hongwei Liu, Yixiao Fang, Songyang Zhang, Dahua Lin, Kai Chen 0026. naacl 2024: 3184-3200 [doi]

LawBench: Benchmarking Legal Knowledge of Large Language ModelsZhiwei Fei, Xiaoyu Shen 0001, Dawei Zhu, Fengzhe Zhou, Zhuo Han, Alan Huang, Songyang Zhang, Kai Chen 0026, Zhixin Yin, Zongwen Shen, JiDong Ge, Vincent Ng 0001. emnlp 2024: 7933-7962 [doi]

FedSC: Provable Federated Self-supervised Learning with Spectral Contrastive Objective over Non-i.i.d. DataShusen Jing, Anlan Yu, Shuai Zhang, Songyang Zhang. icml 2024: [doi]

SGTR+: End-to-End Scene Graph Generation With TransformerRongjie Li, Songyang Zhang, Xuming He 0001. pami, 46(4):2191-2205, April 2024. [doi]

RadioGAT: A Joint Model-Based and Data-Driven Framework for Multi-Band Radiomap Reconstruction via Graph Attention NetworksXiaojie Li, Songyang Zhang, Hang Li 0003, Xiaoyang Li 0002, Lexi Xu, Haigao Xu, Hui Mei, Guangxu Zhu, Nan Qi, Ming Xiao 0001. TWC, 23(11):17777-17792, November 2024. [doi]

From Pixels to Graphs: Open-Vocabulary Scene Graph Generation with Vision-Language ModelsRongjie Li, Songyang Zhang, Dahua Lin, Kai Chen, Xuming He 0001. cvpr 2024: 28076-28086 [doi]

A digital speckle stereo matching algorithm based on epipolar line correctionLiping Liu, Boya Niu, Zhuo Xu, Songyang Zhang, Zhaoyu Shao, Xinyu Wang. sivp, 18(5):4579-4588, July 2024. [doi]

MathBench: Evaluating the Theory and Application Proficiency of LLMs with a Hierarchical Mathematics BenchmarkHongwei Liu, Zilong Zheng, Yuxuan Qiao, Haodong Duan, Zhiwei Fei, Fengzhe Zhou, Wenwei Zhang, Songyang Zhang, Dahua Lin, Kai Chen 0026. acl 2014: 6884-6915 [doi]

Split-FL: An Efficient Online Federated Learning Framework with Constrained Computation and Streaming DataXiao Liu, Lianming Xu, Xin Wu, Songyang Zhang, Li Wang 0039. icc 2024: 661-666 [doi]

Benchmarking Chinese Commonsense Reasoning of LLMs: From Chinese-Specifics to Reasoning-Memorization CorrelationsJiaxing Sun, Weiquan Huang, Jiang Wu, Chenya Gu, Wei Li 0044, Songyang Zhang, Hang Yan 0001, Conghui He. acl 2024: 11205-11228 [doi]

Cross Modality Bias in Visual Question Answering: A Causal View With Possible Worlds VQAAli Vosoughi, Shijian Deng, Songyang Zhang, Yapeng Tian, Chenliang Xu, Jiebo Luo. tmm, 26:8609-8624, 2024. [doi]

Fake Alignment: Are LLMs Really Aligned Well?Yixu Wang, Yan Teng, Kexin Huang, Chengqi Lyu, Songyang Zhang, Wenwei Zhang, Xingjun Ma, Yu-Gang Jiang, Yu Qiao, Yingchun Wang. naacl 2014: 4696-4712 [doi]

Ada-LEval: Evaluating long-context LLMs with length-adaptable benchmarksChonghua Wang, Haodong Duan, Songyang Zhang, Dahua Lin, Kai Chen 0026. naacl 2014: 3712-3724 [doi]

UFed-GAN: Secure Federated Learning over Wireless Sensor Networks with Unlabeled DataAchintha Wijesinghe, Songyang Zhang, Siyu QI, Zhi Ding 0001. icc 2024: 1048-1053 [doi]

Diff-GO: Diffusion Goal-Oriented Communications with Ultra-High Spectrum EfficiencyAchintha Wijesinghe, Songyang Zhang, Suchinthaka Wanninayaka, Weiwei Wang, Zhi Ding 0001. icc 2024: 1079-1084 [doi]

PS-FedGAN: An Efficient Federated Learning Framework With Strong Data PrivacyAchintha Wijesinghe, Songyang Zhang, Zhi Ding 0001. iotj, 11(16):27584-27596, aug15 2024. [doi]

Physics-Inspired Machine Learning for Radiomap Estimation: Integration of Radio Propagation Models and Artificial IntelligenceSongyang Zhang, Brian Choi, Feng Ouyang, Zhi Ding 0001. cm, 62(8):155-161, August 2024. [doi]

Radiomap Inpainting for Restricted Areas Based on Propagation Priority and Depth MapSongyang Zhang, Tianhang Yu, Brian Choi, Feng Ouyang, Zhi Ding 0001. TWC, 23(8):9330-9344, August 2024. [doi]

Signal Processing Over Multilayer Graphs: Theoretical Foundations and Practical ApplicationsSongyang Zhang, Qinwen Deng, Zhi Ding 0001. iotj, 11(2):2453-2471, January 2024. [doi]

Efficient cross-information fusion decoder for semantic segmentationSongyang Zhang, Ge Ren, Xiaoxi Zeng, Liang Zhang, Kailun Du, Gege Liu, Hong Lin. cviu, 240:103918, 2024. [doi]

ProSA: Assessing and Understanding the Prompt Sensitivity of LLMsJingming Zhuo, Songyang Zhang, XinYu Fang, Haodong Duan, Dahua Lin, Kai Chen 0026. emnlp 2024: 1950-1976 [doi]

2023

TG-VQA: Ternary Game of Video Question AnsweringHao Li, Peng Jin, Zesen Cheng, Songyang Zhang, Kai Chen, Zhennan Wang, Chang Liu, Jie Chen. IJCAI 2023: 1044-1052 [doi]

Improving Pixel-based MIM by Reducing Wasted Modeling CapabilityYuan Liu, Songyang Zhang, Jiacheng Chen, Zhaohui Yu, Kai Chen, Dahua Lin. iccv 2023: 5338-5349 [doi]

Make-A-Video: Text-to-Video Generation without Text-Video DataUriel Singer, Adam Polyak, Thomas Hayes, Xi Yin 0008, Jie An 0002, Songyang Zhang, Qiyuan Hu, Harry Yang, Oron Ashual, Oran Gafni, Devi Parikh, Sonal Gupta, Yaniv Taigman. iclr 2023: [doi]

RIFormer: Keep Your Vision Backbone Effective But Removing Token MixerJiahao Wang, Songyang Zhang, Yong Liu, Taiqiang Wu, Yujiu Yang, Xihui Liu, Kai Chen, Ping Luo, Dahua Lin. cvpr 2023: 14443-14452 [doi]

RME-GAN: A Learning Framework for Radio Map Estimation Based on Conditional Generative Adversarial NetworkSongyang Zhang, Achintha Wijesinghe, Zhi Ding 0001. iotj, 10(20):18016-18027, October 2023. [doi]

2022

Action Quality Assessment with Temporal Parsing TransformerYang Bai, Desen Zhou, Songyang Zhang, Jian Wang, Errui Ding, Yu Guan, Yang Long 0001, Jingdong Wang 0001. eccv 2022: 422-438 [doi]

An Efficient Hypergraph Approach to Robust Point Cloud ResamplingQinwen Deng, Songyang Zhang, Zhi Ding 0001. TIP, 31:1924-1937, 2022. [doi]

MUGEN: A Playground for Video-Audio-Text Multimodal Understanding and GENerationThomas Hayes, Songyang Zhang, Xi Yin 0008, Guan Pang, Sasha Sheng, Harry Yang, Songwei Ge, Qiyuan Hu, Devi Parikh. eccv 2022: 431-449 [doi]

Learning Semantic Correspondence with Sparse AnnotationsShuaiyi Huang, Luyu Yang, Bo He, Songyang Zhang, Xuming He 0001, Abhinav Shrivastava. eccv 2022: 267-284 [doi]

SGTR: End-to-end Scene Graph Generation with TransformerRongjie Li, Songyang Zhang, Xuming He 0001. cvpr 2022: 19464-19474 [doi]

Rethinking the Evaluation of Unbiased Scene Graph GenerationXingchen Li, Long Chen 0016, Jian Shao, Shaoning Xiao, Songyang Zhang, Jun Xiao 0001. bmvc 2022: 279 [doi]

The Devil is in the Labels: Noisy Label Correction for Robust Scene Graph GenerationLin Li, Long Chen 0016, Yifeng Huang, Zhimeng Zhang, Songyang Zhang, Jun Xiao 0001. cvpr 2022: 18847-18856 [doi]

Expanding Language-Image Pretrained Models for General Video RecognitionBolin Ni, Houwen Peng, Minghao Chen, Songyang Zhang, Gaofeng Meng, Jianlong Fu, Shiming Xiang, Haibin Ling. eccv 2022: 1-18 [doi]

Robust Temporally-Coherent Strategy for Few-shot Video Instance SegmentationQiuyue Wang, Songyang Zhang, Xuming He 0001. icip 2022: 251-255 [doi]

The Vibroacoustic Characteristics Analysis of Transformer Core Faults Based on Multi-Physical Field CouplingDegui Yao, Longfei Li, Songyang Zhang, Dianhai Zhang, Dezhi Chen. symmetry, 14(3):544, 2022. [doi]

Exemplar-Based Radio Map Reconstruction of Missing Areas Using Propagation PrioritySongyang Zhang, Tianhang Yu, Jonathan Tivald, Brian Choi, Feng Ouyang, Zhi Ding 0001. globecom 2022: 1217-1222 [doi]

Multilayer graph spectral analysis for hyperspectral imagesSongyang Zhang, Qinwen Deng, Zhi Ding 0001. ejasp, 2022(1):92, 2022. [doi]

Learning a Grammar Inducer from Massive Uncurated Instructional VideosSongyang Zhang, Linfeng Song, Lifeng Jin, Haitao Mi, Kun Xu 0005, Dong Yu, Jiebo Luo. emnlp 2022: 233-247 [doi]

Multi-Scale 2D Temporal Adjacency Networks for Moment Localization With Natural LanguageSongyang Zhang, Houwen Peng, Jianlong Fu, Yijuan Lu, Jiebo Luo. pami, 44(12):9073-9087, 2022. [doi]

2021

Point Cloud Resampling via Hypergraph Signal ProcessingQinwen Deng, Songyang Zhang, Zhi Ding 0001. spl, 28:2117-2121, 2021. [doi]

Bipartite Graph Network With Adaptive Message Passing for Unbiased Scene Graph GenerationRongjie Li, Songyang Zhang, Bo Wan, Xuming He 0001. cvpr 2021: 11109-11119 [doi]

Instance-wise or Class-wise? A Tale of Neighbor Shapley for Concept-based ExplanationJiahui Li, Kun Kuang, Lin Li, Long Chen, Songyang Zhang, Jian Shao, Jun Xiao. mm 2021: 3664-3672 [doi]

Dynamic Grained Encoder for Vision TransformersLin Song, Songyang Zhang, Songtao Liu, Zeming Li, Xuming He 0001, Hongbin Sun 0001, Jian Sun 0001, Nanning Zheng 0001. nips 2021: 5770-5783 [doi]

Boundary Proposal Network for Two-stage Natural Language Video LocalizationShaoning Xiao, Long Chen, Songyang Zhang, Wei Ji, Jian Shao, Lu Ye, Jun Xiao. AAAI 2021: 2986-2994 [doi]

An EM Framework for Online Incremental Learning of Semantic SegmentationShipeng Yan, Jiale Zhou, Jiangwei Xie, Songyang Zhang, Xuming He 0001. mm 2021: 3052-3060 [doi]

SAT: 2D Semantics Assisted Training for 3D Visual GroundingZhengyuan Yang, Songyang Zhang, Liwei Wang 0009, Jiebo Luo. iccv 2021: 1836-1846 [doi]

Learning Implicit Temporal Alignment for Few-shot Video ClassificationSongyang Zhang, Jiale Zhou, Xuming He 0001. IJCAI 2021: 1309-1315 [doi]

LIA-EN: enhancing the performance of multipath congestion control over lossy networksSongyang Zhang, Weimin Lei. ijsnet, 37(3):188-197, 2021. [doi]

LearningCC: An online learning approach for congestion controlSongyang Zhang, Weimin Lei, Wei Zhang 0033, Yunchong Guan. ett, 32(11), 2021. [doi]

Mi YouTube es Su YouTube? Analyzing the Cultures using YouTube Thumbnails of Popular VideosSongyang Zhang, Tolga Aktas, Jiebo Luo. bigdataconf 2021: 4999-5006 [doi]

Hypergraph Spectral Analysis and Processing in 3D Point CloudSongyang Zhang, Shuguang Cui, Zhi Ding 0001. TIP, 30:1193-1206, 2021. [doi]

Video-aided Unsupervised Grammar InductionSongyang Zhang, Linfeng Song, Lifeng Jin, Kun Xu, Dong Yu 0001, Jiebo Luo. naacl 2021: 1513-1524 [doi]

An evaluation of bottleneck bandwidth and round trip time and its variantsSongyang Zhang, Weimin Lei, Wei Zhang 0033, Hao Li. ijcomsys, 34(9), 2021. [doi]

Distribution Alignment: A Unified Framework for Long-Tail Visual RecognitionSongyang Zhang, Zeming Li, Shipeng Yan, Xuming He 0001, Jian Sun. cvpr 2021: 2361-2370 [doi]

2020

A Multipath Transport Scheme for Real-Time Multimedia Services Based on Software-Defined Networking and Segment RoutingWei Zhang 0033, Weimin Lei, Songyang Zhang. access, 8:93962-93977, 2020. [doi]

Global Image Sentiment TransferJie An, Tianlang Chen, Songyang Zhang, Jiebo Luo. icpr 2021: 6267-6274 [doi]

Transformer with Bidirectional Decoder for Speech RecognitionXi Chen, Songyang Zhang, Dandan Song, Peng Ouyang, Shouyi Yin. interspeech 2020: 1773-1777 [doi]

Part-Aware Prototype Network for Few-Shot Semantic SegmentationYongfei Liu, Xiangyi Zhang, Songyang Zhang, Xuming He. eccv 2020: 142-158 [doi]

Content-based Analysis of the Cultural Differences between TikTok and DouyinLi Sun, Haoqi Zhang, Songyang Zhang, Jiebo Luo. bigdataconf 2020: 4779-4786 [doi]

GPS Intelligent Solution of Aerial Image Target in State Grid EIA SurveyYu Wu, Fei Wang, Caihua Sun, Songyang Zhang, Jie Huang, Zhentao Liu, Wei Sun. paap 2021: 140-149 [doi]

Point Cloud Segmentation based on Hypergraph Spectral ClusteringSongyang Zhang, Shuguang Cui, Zhi Ding 0001. ita 2020: 1 [doi]

Hypergraph-Based Image ProcessingSongyang Zhang, Shuguang Cui, Zhi Ding 0001. icip 2020: 216-220 [doi]

Hypergraph Spectral Clustering for Point Cloud SegmentationSongyang Zhang, Shuguang Cui, Zhi Ding 0001. spl, 27:1655-1659, 2020. [doi]

Introducing Hypergraph Signal Processing: Theoretical Foundation and Practical ApplicationsSongyang Zhang, Zhi Ding 0001, Shuguang Cui. iotj, 7(1):639-660, 2020. [doi]

Shared bottleneck detection based on trend line regression for multipath transmissionSongyang Zhang, Weimin Lei, Wei Zhang 0033, Yuzhuo Zhan, Hao Li. ijcomsys, 33(18), 2020. [doi]

An online learning based path selection for multipath real-time video transmission in overlay networkSongyang Zhang, Weimin Lei, Wei Zhang 0033, Yuzhuo Zhan, Hao Li. ett, 31(11), 2020. [doi]

Learning 2D Temporal Adjacent Networks for Moment Localization with Natural LanguageSongyang Zhang, Houwen Peng, Jianlong Fu, Jiebo Luo. AAAI 2020: 12870-12877 [doi]

2019

Explorations of skeleton features for LSTM-based action recognitionJia-geng Feng, Songyang Zhang, Jun Xiao 0001. mta, 78(1):591-603, 2019. [doi]

A Multi-Dimension Spatial Method for Topology Awareness and Multipath GeneratingYunchong Guan, Weimin Lei, Wei Zhang 0033, Yuzhuo Zhan, Hao Li, Songyang Zhang. symmetry, 11(7):870, 2019. [doi]

SGMR: A spatial geometry-based multipath routing method on overlay networksYunchong Guan, Weimin Lei, Wei Zhang 0033, Hao Li, Songyang Zhang. ijcomsys, 32(5), 2019. [doi]

Dynamic Context Correspondence Network for Semantic AlignmentShuaiyi Huang, Qiuyue Wang, Songyang Zhang, Shipeng Yan, Xuming He. iccv 2019: 2010-2019 [doi]

A Dual Attention Network with Semantic Embedding for Few-shot LearningShipeng Yan, Songyang Zhang, Xuming He. cvpr 2019: [doi]

A Dual Attention Network with Semantic Embedding for Few-Shot LearningShipeng Yan, Songyang Zhang, Xuming He. AAAI 2019: 9079-9086 [doi]

LatentGNN: Learning Efficient Non-local Relations for Visual RecognitionSongyang Zhang, Xuming He, Shipeng Yan. icml 2019: 7374-7383 [doi]

Congestion Control for RTP Media: A Comparison on Simulated EnvironmentSongyang Zhang, Weimin Lei, Wei Zhang 0033, Yunchong Guan. simutools 2019: 43-52 [doi]

Exploiting Temporal Relationships in Video Moment Localization with Natural LanguageSongyang Zhang, Jinsong Su, Jiebo Luo. mm 2019: 1230-1238 [doi]

Congestion Control and Packet Scheduling for Multipath Real Time Video StreamingSongyang Zhang, Weimin Lei, Wei Zhang 0033, Yunchong Guan, Hao Li. access, 7:59758-59770, 2019. [doi]

2018

Tensor-based Spectral Analysis of Cascading Failures over Multilayer Complex SystemsSongyang Zhang, Han Zhang 0006, Hang Li 0003, Shuguang Cui. allerton 2018: 997-1004 [doi]

Fusing Geometric Features for Skeleton-Based Action Recognition Using Multilayer LSTM NetworksSongyang Zhang, Yang Yang, Jun Xiao 0001, Xiaoming Liu 0002, Yi Yang 0001, Di Xie, Yueting Zhuang. tmm, 20(9):2330-2343, 2018. [doi]

2017

Predicting Salient Face in Multiple-Face VideosYufan Liu, Songyang Zhang, Mai Xu, Xuming He. cvpr 2017: 3224-3232 [doi]

On Geometric Features for Skeleton-Based Action Recognition Using Multilayer LSTM NetworksSongyang Zhang, Xiaoming Liu 0002, Jun Xiao. wacv 2017: 148-157 [doi]

2015

SparkRDF: Elastic Discreted RDF Graph Processing Engine With Distributed MemoryXi Chen, Huajun Chen, Ningyu Zhang, Songyang Zhang. webi 2015: 292-300 [doi]

2014

SparkRDF: Elastic Discreted RDF Graph Processing Engine With Distributed MemoryXi Chen, Huajun Chen, Ningyu Zhang, Songyang Zhang. semweb 2014: 261-264 [doi]

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