School of Computer Science and Technology

Research output

Research output per year 1995 2018 2019 2020 2021 2022 2023 2024 2025

• 2734 Article
• 2296 Conference contribution
• 152 Conference article
• 55 Paper
• 140 More
  • 52 Review article
  • 46 Chapter
  • 22 Editorial
  • 8 Comment/debate
  • 5 Book
  • 5 Letter
  • 2 Short survey

Research output per year

Research output per year

Search results

• 2024

  A Convolutional Neural Network Interpretable Framework for Human Ventral Visual Pathway Representation

  Xue, M., Wu, X., Li, J., Li, X. & Yang, G., 25 Mar 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 6, p. 6413-6421 9 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Neural Network 100%
  • Visual Pathway 100%
  • Functional Hierarchy 25%
  • Receptive Field 14%
  • Fusiform Face Area 14%

• An entity alignment method with attribute augmentation and contrastive learning

  Yang, C., Zhang, C. & Chen, Y., 2024, In: Journal of Physics: Conference Series. 2858, 1, 012049.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Contrastive Learning 100%
  • Knowledge Graph 100%
  • Attention (Machine Learning) 50%
  • Attribute Information 50%
  • Experimental Result 25%

• A Plug-and-Play Quaternion Message-Passing Module for Molecular Conformation Representation

  Yue, A., Luo, D. & Xu, H., 25 Mar 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 15, p. 16633-16641 9 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Neural Network 100%
  • Computational Cost 100%
  • Real Part 100%
  • Tasks 100%

• CGgraph: An Ultra-fast Graph Processing System on Modern Commodity CPU-GPU Co-processor

  Cui, P., Liu, H., Tang, B. & Yuan, Y., 2024, In: Proceedings of the VLDB Endowment. 17, 6, p. 1405-1417 13 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Processing System 100%
  • Coprocessor 100%
  • Social Network 33%
  • Subgraphs 33%
  • Graph Algorithms 33%
  3 Citations (Scopus)

• Efficient Algorithms for Density Decomposition on Large Static and Dynamic Graphs

  Zhang, Y., Li, R. H., Zhang, Q., Qin, H. & Wang, G., 2024, In: Proceedings of the VLDB Endowment. 17, 11, p. 2933-2945 13 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Efficient Algorithm 100%
  • Subgraphs 100%
  • Time Complexity 33%
  • Community Detection 16%
  • Connected Subgraph 16%

• Efficient Algorithms for Pseudoarboricity Computation in Large Static and Dynamic Graphs

  Zhang, Y., Li, R. H., Zhang, Q., Qin, H., Qin, L. & Wang, G., 2024, In: Proceedings of the VLDB Endowment. 17, 11, p. 2722-2734 13 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Approximation Algorithms 100%
  • Efficient Algorithm 100%
  • Approximation (Algorithm) 33%
  • Subgraphs 33%
  • Application Analysis 33%

• Faster Stochastic Variance Reduction Methods for Compositional MiniMax Optimization

  Liu, J., Pan, X., Duan, J., Li, H. D., Li, Y. & Qu, Z., 25 Mar 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 12, p. 13927-13935 9 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Machine Learning 100%
  • Variance Reduction 100%
  • Recursive 100%
  • Learning System 100%
  • Experimental Result 50%
  1 Citation (Scopus)

• Frequency Spectrum Is More Effective for Multimodal Representation and Fusion: A Multimodal Spectrum Rumor Detector

  Lao, A., Zhang, Q., Shi, C., Cao, L., Yi, K., Hu, L. & Miao, D., 25 Mar 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 16, p. 18426-18434 9 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Frequency Spectrum 100%
  • Rumor 100%
  • Frequency Domain 75%
  • Detection Performance 25%
  • Contrastive Learning 25%
  7 Citations (Scopus)

• HARDVS: Revisiting Human Activity Recognition with Dynamic Vision Sensors

  Wang, X., Wu, Z., Jiang, B., Bao, Z., Zhu, L., Li, G., Wang, Y. & Tian, Y., 25 Mar 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 6, p. 5615-5623 9 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Human Activity Recognition 100%
  • Recognition Algorithm 40%
  • Temporal Feature 20%
  • Energy Consumption 20%
  • Representation Learning 20%
  2 Citations (Scopus)

• Label-Efficient Few-Shot Semantic Segmentation with Unsupervised Meta-Training

  Li, J., Shi, K., Xie, G. S., Liu, X., Zhang, J. & Zhou, T., 25 Mar 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 4, p. 3109-3117 9 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Image Segmentation 100%
  • Annotation 60%
  • Segmentation Model 60%
  • Training Data 40%
  • Training Dataset 20%
  2 Citations (Scopus)

• LakeBench: A Benchmark for Discovering Joinable and Unionable Tables in Data Lakes

  Deng, Y., Chai, C., Cao, L., Yuan, Q., Chen, S., Yu, Y., Sun, Z., Wang, J., Li, J., Cao, Z., Jin, K., Zhang, C., Jiang, Y., Zhang, Y., Wang, Y., Yuan, Y., Wang, G. & Tang, N., 2024, In: Proceedings of the VLDB Endowment. 17, 8, p. 1925-1938 14 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Category Query 100%
  1 Citation (Scopus)

• LakeCompass: An End-to-End System for Data Maintenance, Search and Analysis in Data Lakes

  Chai, C., Deng, Y., Zhan, Y., Cao, Z., Zhang, Y., Cao, L., Wang, Y., Zhang, Z., Yuan, Y., Wang, G. & Tang, N., 2024, In: Proceedings of the VLDB Endowment. 17, 12, p. 4381-4384 4 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Data Maintenance 100%
  • Machine Learning 100%
  • Performance Model 50%
  • User Interaction 50%
  • Data Management 50%

• Learning Latent Dynamic Robust Representations for World Models

  Sun, R., Zang, H., Li, X. & Islam, R., 2024, In: Proceedings of Machine Learning Research. 235, p. 47234-47260 27 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Model-Based Reinforcement Learning 100%
  • State Space 50%
  • Structure Model 50%
  • Performance Improvement 50%
  • Learning Agent 50%

• LLM vs Small Model? Large Language Model Based Text Augmentation Enhanced Personality Detection Model

  Hu, L., He, H., Wang, D., Zhao, Z., Shao, Y. & Nie, L., 25 Mar 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 16, p. 18234-18242 9 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Large Language Model 100%
  • Experimental Result 14%
  • Detection Performance 14%
  • Contrastive Learning 14%
  • Social Media 14%
  2 Citations (Scopus)

• MetaCARD: Meta-Reinforcement Learning with Task Uncertainty Feedback via Decoupled Context-Aware Reward and Dynamics Components

  Wang, M., Li, X., Zhang, L. & Wang, M., 25 Mar 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 14, p. 15555-15562 8 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Task Uncertainty 100%
  • Policy Evaluation 100%
  • Reinforcement Learning 100%

• Meta-Inverse Reinforcement Learning for Mean Field Games via Probabilistic Context Variables

  Chen, Y., Lin, X., Yan, B., Zhang, L., Liu, J., Tan, N. Ö. & Witbrock, M., 25 Mar 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 10, p. 11407-11415 9 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Probabilistic Context 100%

• MisDetect: Iterative Mislabel Detection using Early Loss

  Deng, Y., Chai, C., Cao, L., Tang, N., Wang, J., Fan, J., Yuan, Y. & Wang, G., 2024, In: Proceedings of the VLDB Endowment. 17, 6, p. 1159-1172 14 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Proximity Data 100%
  3 Citations (Scopus)

• Outlier Summarization via Human Interpretable Rules

  Deng, Y., Wang, Y., Cao, L., Qiao, L., Wang, Y., Xu, J., Yan, Y. & Madden, S., 2024, In: Proceedings of the VLDB Endowment. 17, 7, p. 1591-1604 14 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Outlier Detection 100%
  • Detection Result 75%
  • Interpretability 25%
  • Learning Algorithm 25%
  • Optimisation Objective 25%

• Prompt-guided Precise Audio Editing with Diffusion Models

  Xu, M., Li, C., Zhang, D., Su, D., Liang, W. & Yu, D., 2024, In: Proceedings of Machine Learning Research. 235, p. 55126-55143 18 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Diffusion Model 100%
  • Experimental Result 25%

• QTCS: Efficient Query-Centered Temporal Community Search

  Lin, L., Yuan, P., Li, R. H., Zhu, C., Qin, H., Jin, H. & Jia, T., 2024, In: Proceedings of the VLDB Endowment. 17, 6, p. 1187-1199 13 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Objective Function 100%
  • Heuristic Algorithm 100%
  • Local Search Algorithm 100%
  • Optimization Task 100%
  3 Citations (Scopus)

• Residual Hyperbolic Graph Convolution Networks

  Xue, Y., Dai, J., Lu, Z., Wu, Y. & Jia, Y., 25 Mar 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 15, p. 16247-16254 8 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Graph Convolutional Network 100%
  • Convolution Layer 11%
  • Gaussian White Noise 11%
  • Feature Information 11%
  • Distinctive Feature 11%

• Robust Few-Shot Named Entity Recognition with Boundary Discrimination and Correlation Purification

  Xue, X., Zhang, C., Xu, T. & Niu, Z., 25 Mar 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 17, p. 19341-19349 9 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Named Entity Recognition 100%
  • Adversarial Machine Learning 33%
  • Adversarial Example 22%
  • Learning Ability 11%
  • Transfer Learning 11%
  1 Citation (Scopus)

• Span Graph Transformer for Document-Level Named Entity Recognition

  Mao, H., Mao, X. L., Tang, H., Shang, Y. M. & Huang, H., 25 Mar 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 17, p. 18769-18777 9 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Named Entity Recognition 100%
  • Bidirectional Encoder Representations From Transformers 33%
  • Level Dependency 33%
  • Art Performance 16%
  • Natural Language Processing 16%

• The Dawn of Natural Language to SQL: Are We Fully Ready?

  Li, B., Luo, Y., Chai, C., Li, G. & Tang, N., 2024, In: Proceedings of the VLDB Endowment. 17, 11, p. 3318-3331 14 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Critical Question 100%
  1 Citation (Scopus)

• Towards Effective and General Graph Unlearning via Mutual Evolution

  Li, X., Zhao, Y., Wu, Z., Zhang, W., Li, R. H. & Wang, G., 25 Mar 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 12, p. 13682-13690 9 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Artificial Intelligence 100%
  • Superior Performance 100%
  • Data Privacy 100%
  • Data Model 100%
  • Performance Improvement 100%

• Towards Transferable Adversarial Attacks with Centralized Perturbation

  Wu, S., Tan, Y. A., Wang, Y., Ma, R., Ma, W. & Li, Y., 25 Mar 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 6, p. 6109-6116 8 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Black-Box Attack 100%
  4 Citations (Scopus)

• Turning Dust into Gold: Distilling Complex Reasoning Capabilities from LLMs by Leveraging Negative Data

  Li, Y., Yuan, P., Feng, S., Pan, B., Sun, B., Wang, X., Wang, H. & Li, K., 25 Mar 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 17, p. 18591-18599 9 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Mathematical Problem 100%
  • Large Language Model 100%
• 2023

  ACTA: Autonomy and Coordination Task Assignment in Spatial Crowdsourcing Platforms

  Li, B., Cheng, Y., Yuan, Y., Yang, Y., Jin, Q. Q. & Wang, G., 2023, In: Proceedings of the VLDB Endowment. 16, 5, p. 1073-1085 13 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Assignment Problem 100%
  • Crowdsourcing Platform 100%
  • Real Application 33%
  • Service Model 33%
  • Assignment Process 33%
  5 Citations (Scopus)

• Active Reasoning in an Open-World Environment

  Xu, M., Jiang, G., Liang, W., Zhang, C. & Zhu, Y., 2023, In: Advances in Neural Information Processing Systems. 36

  Research output: Contribution to journal › Conference article › peer-review

  • Artificial Intelligence 100%
  • Incomplete Information 100%
  • Stored Knowledge 100%
  • World Knowledge 100%
  4 Citations (Scopus)

• An Experimental Evaluation of Anomaly Detection in Time Series

  Zhang, A., Deng, S., Cui, D., Yuan, Y. & Wang, G., 2023, In: Proceedings of the VLDB Endowment. 17, 3, p. 483-496 14 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Time Series 100%
  • Detecting Anomaly 33%
  • State of the Art 25%
  • Detection Method 25%
  • Environmental Monitoring 25%
  2 Citations (Scopus)

• Anonymous Edge Representation for Inductive Anomaly Detection in Dynamic Bipartite Graph

  Fang, L., Feng, K., Gui, J., Feng, S. & Hu, A., 2023, In: Proceedings of the VLDB Endowment. 16, 5, p. 1154-1167 14 p.

  Research output: Contribution to journal › Conference article › peer-review

  • On-Line Education 100%
  8 Citations (Scopus)

• BCDiff: Bidirectional Consistent Diffusion for Instantaneous Trajectory Prediction

  Li, R., Li, C., Ren, D., Chen, G., Yuan, Y. & Wang, G., 2023, In: Advances in Neural Information Processing Systems. 36

  Research output: Contribution to journal › Conference article › peer-review

  • Diffusion Model 100%
  • Observed Trajectory 100%
  • Observation Time 33%
  • Prediction Model 33%
  • Robot Navigation 33%
  4 Citations (Scopus)

• BDC:Using BERT and Deep Clustering to Improve Chinese Proper Noun Recognition

  Ma, Y., He, H. & Niu, Z., 2023, In: Proceedings of the International Conference on Software Engineering and Knowledge Engineering, SEKE. 2023-July, p. 57-62 6 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Tasks 100%
  • Obtains 100%
  • Characterization Method 100%
  • Autoencoder 100%
  • Clustering Method 100%

• ByteGAP: A Non-continuous Distributed Graph Computing System using Persistent Memory

  Cheng, M., Chen, J., Zhao, C., Chen, C., Hu, Y., Cong, X., Qin, L., Lin, H., Li, R. H., Wang, G., Zhang, S. & Zhang, L., 2023, In: CEUR Workshop Proceedings. 3462

  Research output: Contribution to journal › Conference article › peer-review

  • Persistent Memory 100%
  • Checkpointing 100%
  • Addressability 50%
  • Read Operation 50%
  • Write Operation 50%

• CMMA: Benchmarking Multi-Affection Detection in Chinese Multi-Modal Conversations

  Zhang, Y., Yu, Y., Guo, Q., Wang, B., Zhao, D., Uprety, S., Song, D., Li, Q. & Qin, J., 2023, In: Advances in Neural Information Processing Systems. 36

  Research output: Contribution to journal › Conference article › peer-review

  • Multitask Learning 100%
  • Benchmarking 100%
  • Humor 14%
  • Sarcasm 14%
  • Limits 14%

• CPLR-SFS: Contrastive Prompt Learning to Reduce Redundancy for Scientific Faceted Summarization

  Xiong, J. W., Mao, X. L., Yang, Y. & Huang, H., 2023, In: Journal of Physics: Conference Series. 2506, 1, 012006.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Contrastive Loss 100%
  • Redundancy Problem 100%

• CRAT-XML: Contrastive Representation Adversarial Training for Extremely Multi-Label Text Classification

  Zhu, J., Huang, H. & Mao, X. L., 2023, In: Journal of Physics: Conference Series. 2513, 1, 012002.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Text Classification 100%
  • Adversarial Machine Learning 100%
  • Deep Learning 50%
  • Experimental Result 50%
  • Annotation 50%

• Detecting Adversarial Data by Probing Multiple Perturbations Using Expected Perturbation Score

  Zhang, S., Liu, F., Yang, J., Yang, Y., Li, C., Han, B. & Tan, M., 2023, In: Proceedings of Machine Learning Research. 202, p. 41429-41451 23 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Diffusion Model 100%
  4 Citations (Scopus)

• Effect of ethyl acetate on crystal quality of HMX in the acetone

  Ning, L., Li, L., Tao, Y., Jin, S., Chen, K., Chen, S. & Xu, Z., 2023, In: Journal of Physics: Conference Series. 2478, 3, 032050.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Ethyl Acetate 100%
  • Vaporization 20%

• Falcon: A Privacy-Preserving and Interpretable Vertical Federated Learning System

  Wu, Y., Xing, N., Chen, G., Dinh, T. T. A., Luo, Z., Ooi, B. C., Xiao, X. & Zhang, M., 2023, In: Proceedings of the VLDB Endowment. 16, 10, p. 2470-2484 15 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Facilitate Understanding 100%
  • Information Disclosure 100%
  9 Citations (Scopus)

• FedGTA: Topology-aware Averaging for Federated Graph Learning

  Li, X., Wu, Z., Zhang, W., Zhu, Y., Li, R. H. & Wang, G., 2023, In: Proceedings of the VLDB Endowment. 17, 1, p. 41-50 10 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Federated Graph 100%
  • Optimization Strategy 21%
  • Subgraphs 14%
  • Machine Learning 7%
  • Art Performance 7%
  2 Citations (Scopus)

• GlassDB: An Efficient Verifiable Ledger Database System Through Transparency

  Yue, C., Chen, G., Dinh, T. T. A., Ooi, B. C., Xie, Z., Xiao, X. & Zhang, M., 2023, In: Proceedings of the VLDB Endowment. 16, 6, p. 1359-1371 13 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Threat Model 100%
  • Distributed Database Systems 50%
  • Independent Operation 50%
  10 Citations (Scopus)

• Interactive Visual Reasoning under Uncertainty

  Xu, M., Jiang, G., Liang, W., Zhang, C. & Zhu, Y., 2023, In: Advances in Neural Information Processing Systems. 36

  Research output: Contribution to journal › Conference article › peer-review

  • Underlying Mechanism 100%
  • Iterative Process 100%
  • Interactive Environment 100%
  • Effect Relationship 100%
  3 Citations (Scopus)

• L2T-DLN: Learning to Teach with Dynamic Loss Network

  Hai, Z., Pan, L., Liu, X., Liu, Z. & Yunita, M., 2023, In: Advances in Neural Information Processing Systems. 36, p. 43084-43096 13 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Image Segmentation 100%
  • Learning Community 100%
  • Validation Set 100%
  • Machine Learning 100%
  • Learning System 100%
  1 Citation (Scopus)

• MEWL: Few-shot multimodal word learning with referential uncertainty

  Jiang, G., Xu, M., Xin, S., Liang, W., Peng, Y., Zhang, C. & Zhu, Y., 2023, In: Proceedings of Machine Learning Research. 202, p. 15144-15169 26 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Word Learning 100%
  3 Citations (Scopus)

• MINT: Detecting Fraudulent Behaviors from Time-series Relational Data

  Xiao, F., Wu, Y., Zhang, M., Chen, G. & Ooi, B. C., 2023, In: Proceedings of the VLDB Endowment. 16, 12, p. 3710-3723 14 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Neighbor Interaction 100%
  6 Citations (Scopus)

• Parallel Colorful h-star Core Maintenance in Dynamic Graphs

  Gao, S., Qin, H., Li, R. H. & He, B., 2023, In: Proceedings of the VLDB Endowment. 16, 10, p. 2538-2550 13 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Local Algorithm 100%
  • Handling Graph 50%
  • Order Structure 50%
  2 Citations (Scopus)

• Polysaccharide-modified conductive hydrogel for flexible electronic devices

  Ji, C., Li, L., Nie, Y., Ping, R., Peng, J. & Li, X., 2023, In: Journal of Physics: Conference Series. 2563, 1, 012030.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Hydrogel 100%
  • Maltose 20%
  • Supercapacitors 12%
  • Battery (Electrochemical Energy Engineering) 12%
  • Mechanical Stress 12%

• Principled Offline RL in the Presence of Rich Exogenous Information

  Islam, R., Tomar, M., Lamb, A., Efroni, Y., Zang, H., Didolkar, A., Misra, D., Li, X., Van Seijen, H., Des Combes, R. T. & Langford, J., 2023, In: Proceedings of Machine Learning Research. 202, p. 14390-14421 32 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Reinforcement Learning 100%
  • Exogenous Information 100%
  • Input Information 20%
  • Robot 20%
  • Representation Learning 20%

• Representation Learning in Deep RL via Discrete Information Bottleneck

  Islam, R., Zang, H., Tomar, M., Didolkar, A., Islam, M. M., Arnob, S. Y., Iqbal, T., Li, X., Goyal, A., Heess, N. & Lamb, A., 2023, In: Proceedings of Machine Learning Research. 206, p. 8699-8722 24 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Exogenous Information 100%