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  • 2022

    Benefits of Overparameterized Convolutional Residual Networks: Function Approximation under Smoothness Constraint

    Liu, H., Chen, M., Er, S., Liao, W., Zhang, T. & Zhao, T., 17 Jul 2022, Proceedings of 39th International Conference on Machine Learning (ICML’22). Chaudhuri, K., Jegelka, S., Song, L., Szepesvari, C., Niu, G. & Sabato, S. (eds.). ML Research Press, p. 13669-13703 35 p. (Proceedings of Machine Learning Research; vol. 162).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    Open Access
    5 Citations (Scopus)

  • Bilateral Dependency Optimization: Defending Against Model-inversion Attacks

    Peng, X., Liu, F., Zhang, J., Lan, L., Ye, J., Liu, T. & Han, B., 14 Aug 2022, KDD '22: Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery (ACM), p. 1358–1367 10 p.

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    20 Citations (Scopus)

  • Causaladv: Adversarial Robustness through the Lens of Causality

    ZHANG, Y., Gong, M., Liu, T., Niu, G., Tian, X., Han, B., Scholkopf, B. & Zhang, K., 25 Apr 2022, Proceedings of Tenth International Conference on Learning Representations, ICLR 2022. International Conference on Learning Representations, 20 p.

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    Open Access
    31 Citations (Scopus)

  • ChoreoGraph: Music-conditioned Automatic Dance Choreography over a Style and Tempo Consistent Dynamic Graph

    Au, H. Y., Chen, J., Jiang, J. & Guo, Y.-K., 10 Oct 2022, MM '22: Proceedings of the 30th ACM International Conference on Multimedia. Association for Computing Machinery (ACM), p. 3917–3925 9 p.

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    16 Citations (Scopus)

  • Class-Dependent Label-Noise Learning with Cycle-Consistency Regularization

    Cheng, D., Ning, Y., Wang, N., Gao, X., Yang, H., Du, Y., Han, B. & Liu, T., 28 Nov 2022, NIPS '22: Proceedings of the 36th International Conference on Neural Information Processing Systems. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural information processing systems foundation, p. 11104-11116 13 p. 807. (Advances in Neural Information Processing Systems; vol. 35).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    Open Access
    28 Citations (Scopus)

  • CNN-Enabled Multiple Power-Levels Identification in Cognitive Radio Networks

    Tan, Z., Liu, Q., Li, Z., Wang, D., Zhang, N. & Dai, H. N., Dec 2022, 2022 IEEE Global Communications Conference, GLOBECOM 2022 - Proceedings. IEEE, p. 1881-1886 6 p. (IEEE Global Communications Conference (GLOBECOM) - Proceedings).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Community-aware Social Recommendation: A Unified SCSVD Framework (Extended Abstract)

    Guan, J., Huang, X. & Chen, B., 9 May 2022, 2022 IEEE 38th International Conference on Data Engineering (ICDE). IEEE, p. 1513-1514 2 p. (International Conference on Data Engineering).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Conditional Prompt Learning for Vision-Language Models

    Zhou, K., Yang, J., Loy, C. C. & Liu, Z., Jun 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE, p. 16795-16804 10 p. (Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR); vol. 2022-June).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    1076 Citations (Scopus)

  • Conditioned Masked Language and Image Modeling for Image-Text Dense Retrieval

    Luo, Z., Xi, Y., Zhang, R., Li, G., Zhao, Z. & Ma, J., Dec 2022, Findings of the Association for Computational Linguistics: EMNLP 2022. Goldberg, Y., Kozareva, Z. & Zhang, Y. (eds.). Association for Computational Linguistics (ACL), p. 130-140 11 p.

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    Open Access
    6 Citations (Scopus)

  • Conjunctive Queries with Comparisons

    Wang, Q. & Yi, K., 11 Jun 2022, SIGMOD '22: Proceedings of the 2022 International Conference on Management of Data. Association for Computing Machinery (ACM), p. 108-121 14 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    7 Citations (Scopus)

  • Continuous Geo-Social Group Monitoring over Moving Users

    Zhu, H., Liu, W., Yin, J., Wang, M., Xu, J., Huang, X. & Lee, W. C., May 2022, Proceedings - 2022 IEEE 38th International Conference on Data Engineering, ICDE 2022. IEEE, p. 312-324 13 p. (Proceedings of IEEE International Conference on Data Engineering (ICDE)).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    3 Citations (Scopus)

  • Contrastive Learning with Boosted Memorization

    Zhou, Z., Yao, J., Wang, Y., Han, B. & Zhang, Y., 17 Jul 2022, Proceedings of 39th International Conference on Machine Learning (ICML’22). Chaudhuri, K., Jegelka, S., Song, L., Szepesvari, C., Niu, G. & Sabato, S. (eds.). ML Research Press, p. 27367-27377 11 p. (Proceedings of Machine Learning Research; vol. 162).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    Open Access
    28 Citations (Scopus)

  • Counterfactual Fairness with Partially Known Causal Graph

    Zuo, A., Wei, S., Liu, T., Han, B., Zhang, K. & Gong, M., 28 Nov 2022, NIPS '22: Proceedings of the 36th International Conference on Neural Information Processing Systems. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural information processing systems foundation, p. 1238-1252 15 p. 91. (Advances in Neural Information Processing Systems; vol. 35).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    Open Access
    14 Citations (Scopus)

  • Cross-domain Prototype Learning from Contaminated Faces via Disentangling Latent Factors

    Pang, M., Wang, B., Chen, S., Cheung, Y.-M., Zou, R. & Huang, W., 17 Oct 2022, CIKM '22: Proceedings of the 31st ACM International Conference on Information & Knowledge Management. Association for Computing Machinery (ACM), p. 4369-4373 5 p.

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    2 Citations (Scopus)

  • Data-driven Visual Query Interfaces for Graphs: Past, Present, and (Near) Future

    Bhowmick, S. S. & Choi, B. K. K., 11 Jun 2022, SIGMOD '22: Proceedings of the 2022 International Conference on Management of Data. Association for Computing Machinery (ACM), p. 2441-2447 7 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    10 Citations (Scopus)

  • DCert: towards secure, efficient, and versatile blockchain light clients

    Ji, Y., Xu, C., Zhang, C. & Xu, J., Nov 2022, Middleware '22: Proceedings of the 23rd ACM/IFIP International Middleware Conference. Association for Computing Machinery (ACM), p. 269-280 12 p.

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • DecBERT: Enhancing the Language Understanding of BERT with Causal Attention Masks

    Luo, Z., Xi, Y., Ma, J., Yang, Z., Mao, X., Fan, C. & Zhang, R., 10 Jul 2022, Findings of the Association for Computational Linguistics: NAACL 2022. Association for Computational Linguistics (ACL), p. 1185–1197 13 p.

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    Open Access
    1 Citation (Scopus)

  • Delocalization of topological modes by non-Hermitian skin effect

    Wang, W. & Ma, G., 19 Jul 2022, META 2022 Torremolinos - Spain: The 12th International Conference on Metamaterials, Photonic Crystals and Plasmonics. Zouhdi, S. (ed.). p. 481 1 p. (International Conference on Metamaterials, Photonic Crystals and Plasmonics).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    Open Access

  • Detach and Enhance: Learning Disentangled Cross-modal Latent Representation for Efficient Face-Voice Association and Matching

    Yu, Z., Liu, X., Cheung, Y.-M., Zhu, M., Xu, X., Wang, N. & Li, T., 28 Nov 2022, 2022 IEEE International Conference on Data Mining (ICDM). IEEE, p. 648-655 8 p. (IEEE International Conference on Data Mining (ICDM)).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    2 Citations (Scopus)

  • Detect Rumors in Microblog Posts for Low-Resource Domains via Adversarial Contrastive Learning

    Lin, H., Ma, J., Chen, L., Yang, Z., Cheng, M. & Chen, G., 10 Jul 2022, Findings of the Association for Computational Linguistics: NAACL 2022. Association for Computational Linguistics (ACL), p. 2543-2556 14 p. (Findings of the Association for Computational Linguistics: NAACL 2022 - Findings).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    Open Access
    35 Citations (Scopus)

  • Device-Cloud Collaborative Recommendation via Meta Controller

    Yao, J., Wang, F., Ding, X., Chen, S., Han, B., Zhou, J. & Yang, H., Aug 2022, KDD '22: Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery (ACM), p. 4353–4362 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    Open Access
    11 Citations (Scopus)

  • Differentially Private SGDA for Minimax Problems

    Yang, Z., Hu, S., Lei, Y., Varshney, K. R., Lyu, S. & Ying, Y., Aug 2022, Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence, UAI 2022. Cussens, J. & Zhang, K. (eds.). ML Research Press, p. 2192-2202 11 p. (Proceedings of Machine Learning Research; vol. 180).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    Open Access
    6 Citations (Scopus)

  • Disentangled Variational Topic Inference for Topic-Accurate Financial Report Generation

    Yan, S. & Zhu, T., Dec 2022, FinNLP 2022 - 4th Workshop on Financial Technology and Natural Language Processing, Proceedings of the Workshop. Chen, C.-C., Huang, H.-H., Takamura, H. & Chen, H.-H. (eds.). Association for Computational Linguistics (ACL), p. 18-24 7 p. (Proceedings of Workshop on Financial Technology and Natural Languag, FinNLP).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    Open Access
    3 Citations (Scopus)

  • Disentangle Then Calibrate: Selective Treasure Sharing for Generalized Rare Disease Diagnosis

    Chen, Y., Guo, X., Xia, Y. & Yuan, Y., 16 Sept 2022, Medical Image Computing and Computer Assisted Intervention – MICCAI 2022: 25th International Conference, Singapore, September 18–22, 2022, Proceedings, Part III. Wang, L., Dou, Q., Fletcher, P. T., Speidel, S. & Li, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 512-522 11 p. (Lecture Notes in Computer Science; vol. 13433)(MICCAI: International Conference on Medical Image Computing and Computer-Assisted Intervention).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    2 Citations (Scopus)

  • Dual-comb generation in coupled nonlinear microcavities by tuning the coupling

    Cheng, Z., Huang, D., Li, F., Lu, C. & Wai, A., May 2022, Proceedings of Conference on Lasers and Electro-Optics, CLEO 2022: QELS_Fundamental Science. IEEE, 2 p. FW1B.7. (Conference on Lasers and Electro-Optics (CLEO)).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    1 Citation (Scopus)

  • EAGAN: Efficient Two-stage Evolutionary Architecture Search for GANs

    Ying, G., He, X., Gao, B., Han, B. & Chu, X., 21 Oct 2022, Computer Vision – ECCV 2022: 17th European Conference, Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part XVI. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). 1st ed. Springer Cham, p. 37–53 17 p. (Lecture Notes in Computer Science; vol. 13676)(ECCV: European Conference on Computer Vision).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    Open Access
    22 Citations (Scopus)

  • EASNet: Searching Elastic and Accurate Network Architecture for Stereo Matching

    Wang, Q., Shi, S., Zhao, K. & Chu, X., 11 Nov 2022, Computer Vision – ECCV 2022: 17th European Conference, Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part XXXII. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). Springer Cham, p. 437-453 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    5 Citations (Scopus)

  • Easy and Efficient Transformer: Scalable Inference Solution For Large NLP Model

    Li, G., Xi, Y., Ding, J., Wang, D., Luo, Z., Zhang, R., Liu, B., Fan, C., Mao, X. & Zhao, Z., 10 Jul 2022, Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track. Loukina, A., Gangadharaiah, R. & Min, B. (eds.). Association for Computational Linguistics (ACL), p. 62-68 7 p. (Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Industry Papers).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    Open Access
    1 Citation (Scopus)

  • Effectively Generating Vulnerable Transaction Sequences in Smart Contracts with Reinforcement Learning-guided Fuzzing

    Su, J., Dai, H. N., Zhao, L., Zheng, Z. & Luo, X., Oct 2022, ASE '22: Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering. Association for Computing Machinery (ACM), 12 p. 36. (ACM International Conference Proceeding Series).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    31 Citations (Scopus)

  • Effective Vehicle Tracking in Dynamic Indoor Parking Area based on Hidden Markov Model and Online Learning

    Jin, F., Liu, K., Hu, J., Gu, F., Lee, V. C. S. & Ng, J. K. Y., 8 Oct 2022, 2022 IEEE 25th International Conference on Intelligent Transportation Systems, ITSC 2022. IEEE, p. 1407-1413 7 p. (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC; vol. 2022-October).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    1 Citation (Scopus)

  • Efficient and Effective Similarity Search over Bipartite Graphs

    Yang, R., 25 Apr 2022, WWW '22: Proceedings of the ACM Web Conference 2022. Association for Computing Machinery (ACM), p. 308-318 11 p. (WWW: International World Wide Web Conference).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    Open Access
    6 Citations (Scopus)

  • Empowering Parameter-Efficient Transfer Learning by Recognizing the Kernel Structure in Attention

    Chen, Y., Hazarika, D., Namazifar, M., Liu, Y., Jin, D. & Hakkani-Tur, D., Jul 2022, Findings of the Association for Computational Linguistics: NAACL 2022. Association for Computational Linguistics (ACL), p. 1375-1388 14 p.

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    3 Citations (Scopus)

  • Enabling Real-time AI Inference on Mobile Devices via GPU-CPU Collaborative Execution

    Li, H., Ng, J. K. & Abdelzaher, T., 23 Aug 2022, Proceedings - 2022 IEEE 28th International Conference on Embedded and Real-Time Computing Systems and Applications, RTCSA 2022. IEEE, p. 195-204 10 p. (Proceedings - IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA)).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    7 Citations (Scopus)

  • Enhanced Human-Machine Interactive Learning for Multimodal Emotion Recognition in Dialogue System

    Leung, C. H. C., Deng, J. J. & Li, Y., 23 Dec 2022, ACAI 2022 - Conference Proceedings: 2022 5th International Conference on Algorithms, Computing and Artificial Intelligence. New York: Association for Computing Machinery (ACM), 7 p. 104. (ACM International Conference Proceeding Series).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    2 Citations (Scopus)

  • Evolutionary Multi-objective Architecture Search Framework: Application to COVID-19 3D CT Classification

    He, X., Ying, G., Zhang, J. & Chu, X., 15 Sept 2022, Medical Image Computing and Computer Assisted Intervention – MICCAI 2022: 25th International Conference, Singapore, September 18–22, 2022, Proceedings, Part I. Wang, L., Dou, Q., Fletcher, P. T., Speidel, S. & Li, S. (eds.). 1st ed. Springer Cham, p. 560–570 11 p. (Lecture Notes in Computer Science; vol. 13431)(MICCAI: International Conference on Medical Image Computing and Computer-Assisted Intervention).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    Open Access
    10 Citations (Scopus)

  • Exact Shape Correspondence via 2D Graph Convolution

    Kamhoua, B. F., Zhang, L., Chen, Y., Yang, H., Ma, K., Han, B., Li, B. & Cheng, J., 28 Nov 2022, NIPS '22: Proceedings of the 36th International Conference on Neural Information Processing Systems. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural information processing systems foundation, p. 18072-18087 16 p. 1314. (Advances in Neural Information Processing Systems; vol. 35).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    Open Access
    3 Citations (Scopus)

  • Experimental characterization of a simple one-stage Er-doped optical fiber amplifier in the L-band

    Li, Y., Zhang, K., Wang, C., Huang, D., Zhou, S., Li, F. & Wai, A., Aug 2022, Proceedings of the 20th International Conference on Optical Communications and Networks (ICOCN 2022). 1st ed. IEEE, (International Conference on Optical Communications and Networks (ICOCN) ).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Exploiting Class Activation Vector for Partial-Label Learning

    Zhang, F., Feng, L., Han, B., Liu, T., Niu, G., Qin, T. & Sugiyama, M., 25 Apr 2022, Proceedings of Tenth International Conference on Learning Representations, ICLR 2022. International Conference on Learning Representations, 17 p.

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    Open Access
    22 Citations (Scopus)

  • Fair Classification with Instance-dependent Label Noise

    Wu, S., Gong, M., Han, B., Liu, Y. & Liu, T., Apr 2022, Proceedings of 1st Conference on Causal Learning and Reasoning, CLeaR 2022. Schölkopf, B., Uhler, C. & Zhang, K. (eds.). Conference on Causal Learning and Reasoning, Vol. 140. p. 1-17 17 p. (Proceedings of Machine Learning Research; vol. 177).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    Open Access
    13 Citations (Scopus)

  • Fast and Reliable Evaluation of Adversarial Robustness with Minimum-Margin Attack

    Gao, R., Wang, J., Zhou, K., Liu, F., Xie, B., Niu, G., Han, B. & Cheng, J., 17 Jul 2022, Proceedings of 39th International Conference on Machine Learning (ICML 2022). Chaudhuri, K., Jegelka, S., Song, L., Szepesvari, C., Niu, G. & Sabato, S. (eds.). ML Research Press, p. 7144-7163 20 p. (Proceedings of Machine Learning Research; vol. 162).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    Open Access
    10 Citations (Scopus)

  • Feature-Balanced Loss for Long-Tailed Visual Recognition

    Li, M., Cheung, Y.-M. & Jiang, J., 18 Jul 2022, 2022 IEEE International Conference on Multimedia and Expo (ICME). IEEE, 6 p. (IEEE International Conference on Multimedia and Expo (ICME)).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    19 Citations (Scopus)

  • FEDIC: Federated Learning on Non-IID and Long-tailed Data via Calibrated Distillation

    Shang, X., Lu, Y., Cheung, Y.-M. & Wang, H., 18 Jul 2022, 2022 IEEE International Conference on Multimedia and Expo (ICME). IEEE, 6 p. (IEEE International Conference on Multimedia and Expo (ICME)).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    33 Citations (Scopus)

  • Global and Personalized Graphs for Heterogeneous Sequential Recommendation by Learning Behavior Transitions and User Intentions

    Chen, W., He, M., Ni, Y., Pan, W., Ming, Z. & Chen, L., 13 Sept 2022, RecSys '22: Proceedings of the 16th ACM Conference on Recommender Systems. Golbeck, J., Harper, F. M., Murdock, V., Ekstrand, M., Shapira, B., Basilico, J., Lundgaard, K. & Oldridge, E. (eds.). Association for Computing Machinery (ACM), p. 268-277 10 p. (Proceedings of ACM Conference on Recommender Systems).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    19 Citations (Scopus)

  • Het2Hom: Representation of Heterogeneous Attributes into Homogeneous Concept Spaces for Categorical-and-Numerical-Attribute Data Clustering

    Zhang, Y., Cheung, Y.-M. & Zeng, A., 23 Jul 2022, Proceedings of the 31st International Joint Conference on Artificial Intelligence, IJCAI 2022. De Raedt, L. (ed.). International Joint Conferences on Artificial Intelligence, p. 3758-3765 8 p. (IJCAI International Joint Conference on Artificial Intelligence).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    Open Access
    15 Citations (Scopus)

  • Hierarchical Representation for Multi-view Clustering: From Intra-sample to Intra-view to Inter-view

    Yang, J. H., Chen, C., Dai, H. N., Ding, M., Fu, L. L. & Zheng, Z., 17 Oct 2022, CIKM '22: Proceedings of the 31st ACM International Conference on Information & Knowledge Management. Association for Computing Machinery (ACM), p. 2362-2371 10 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    4 Citations (Scopus)

  • HNECV: Heterogeneous Network Embedding via Cloud Model and Variational Inference

    Yuan, M., Liu, Q., Wang, G. & Guo, Y., 1 Jan 2022, Artificial Intelligence: First CAAI International Conference, CICAI 2021, Hangzhou, China, June 5–6, 2021, Proceedings, Part I. Fang, L., Chen, Y., Zhai, G., Wang, J., Wang, R. & Dong, W. (eds.). 1st ed. Springer Cham, p. 747-758 12 p. (Lecture Notes in Computer Science; vol. 13069)(Lecture Notes in Artificial Intelligence)(CICAI: CAAI International Conference on Artificial Intelligence).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    4 Citations (Scopus)

  • IKAROS: An Indoor Keyword-Aware Routing System

    Liu, T., Feng, Z., Li, H., Lu, H., Shou, L. & Xu, J., May 2022, Proceedings - 2022 IEEE 38th International Conference on Data Engineering, ICDE 2022. IEEE, p. 3182-3185 4 p. (Proceedings - International Conference on Data Engineering (ICDE); vol. 2022-May).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    2 Citations (Scopus)

  • Impacts of Personal Characteristics on User Trust in Conversational Recommender Systems

    Cai, W., Jin, Y. & Chen, L., Apr 2022, CHI '22: Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery (ACM), 14 p. 489. (Proceedings of the CHI Conference on Human Factors in Computing Systems).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    Open Access
    31 Citations (Scopus)

  • Improving Deep Embedded Clustering via Learning Cluster-level Representations

    Yin, Q., Wang, Z., Song, Y., Xu, Y., Niu, S., Bai, L., Guo, Y. & Yang, X., 17 Oct 2022, Proceedings of the 29th International Conference on Computational Linguistics. International Committee on Computational Linguistics, p. 2226-2236 11 p. (Proceedings of International Conference on Computational Linguistics; vol. 29, no. 1).

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    Open Access
    1 Citation (Scopus)

  • Improving Personalized Explanation Generation through Visualization

    Geng, S., Fu, Z., Ge, Y., Li, L., Melo, G. D. & Zhang, Y., May 2022, Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). Association for Computational Linguistics (ACL), p. 244-255 12 p.

    Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

    Open Access
    21 Citations (Scopus)