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  • 2025

    AURORA-M: Open Source Continual Pre-training for Multilingual Language and Code

    Nakamura, T., Mishra, M., Tedeschi, S., Chai, Y., Stillerman, J. T., Friedrich, F., Yadav, P., Laud, T., Chien, V. M., Zhuo, T. Y., Misra, D., Bogin, B., Vu, X. S., Karpinska, M., Dantuluri, A. V., Kusa, W., Furlanello, T., Yokota, R., Muennighoff, N. & Pai, S. & 25 others, Adewumi, T., Laippala, V., Yao, X., Adalberto, Ariyak, A., Drozd, A., Clive, J., Gupta, K., Chen, L., Sun, Q., Tsui, K., Persaud, N., Fahmy, N., Chen, T., Bansal, M., Monti, N., Dang, T., Luo, Z., Bui, T. T., Navigli, R., Mehta, V., Blumberg, M., May, V., Nguyen, H. & Pyysalo, S., 19 Jan 2025, Proceedings of the 31st International Conference on Computational Linguistics: Industry Track. Rambow, O., Wanner, L., Apidianaki, M., Al-Khalifa, H., Di Eugenio, B., Schockaert, S., Darwish, K. & Agarwal, A. (eds.). Association for Computational Linguistics (ACL), p. 656-678 23 p. (Proceedings - International Conference on Computational Linguistics, COLING).

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

    Open Access

  • Catch Causal Signals from Edges for Label Imbalance in Graph Classification

    Zhang, F., Yin, Y., Li, H., Chen, Y. & Qu, T., 6 Apr 2025, Proceedings of the 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Rao, B. D., Trancoso, I., Sharma, G. & Mehta, N. B. (eds.). IEEE, 5 p. 10889221. (Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)).

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

  • CodeJudge-Eval: Can Large Language Models be Good Judges in Code Understanding?

    Zhao, Y., Luo, Z., Tian, Y., Lin, H., Yan, W., Li, A. & Ma, J., Jan 2025, Proceedings of the 31st International Conference on Computational Linguistics, COLING 2025. Rambow, O., Wanner, L., Apidianaki, M., Al-Khalifa, H., Di Eugenio, B. & Schockaert, S. (eds.). Association for Computational Linguistics (ACL), p. 73-95 23 p. (Proceedings - International Conference on Computational Linguistics, COLING; vol. Part F206484-1).

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

    Open Access

  • CreditLLM: Constructing Financial AI Assistant for Credit Products using Financial LLM and Few Data

    Yan, S. X. & Zhu, T., Jan 2025, Proceedings of Joint Workshop of the 9th Financial Technology and Natural Language Processing, FinNLP 2025, the 6th Financial Narrative Processing, FNP 2025, and the 1st Workshop on Large Language Models for Finance and Legal, LLMFinLegal 2025. Chen, C.-C., Moreno-Sandoval, A., Huang, J., Xie, Q., Ananiadou, S. & Chen, H.-H. (eds.). Association for Computational Linguistics (ACL), p. 141-152 12 p. (Proceedings - International Conference on Computational Linguistics, COLING).

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

    Open Access

  • Distributional Prototype Learning for Out-of-distribution Detection

    Peng, B., Lu, J., Zhang, Y., Zhang, G. & Fang, Z., 20 Jul 2025, KDD '25: Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1. New York: Association for Computing Machinery (ACM), p. 1104–1114 11 p. (KDD: Proceedings of ACM SIGKDD Conference on Knowledge Discovery and Data Mining).

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

  • Fast and Accurate Blind Flexible Docking

    Zhang, Z., Wu, L., Gao, K., Yao, J., Qin, T. & Han, B., Apr 2025, Proceedings of the Thirteenth International Conference on Learning Representations, ICLR 2025. International Conference on Learning Representations, p. 1-25 25 p.

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

    Open Access

  • HACD: Harnessing Attribute Semantics and Mesoscopic Structure for Community Detection

    Zhang, A., Wang, X. & Zhao, Y., 10 Mar 2025, Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining. New York, NY, USA: Association for Computing Machinery (ACM), p. 616–624 9 p. (WSDM: Web Search and Data Mining).

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

    Open Access

  • Human-AI Collaborative Essay Scoring: A Dual-Process Framework with LLMs

    Xiao, C., Ma, W., Song, Q., Xu, S. X., Zhang, K., Wang, Y. & Fu, Q., 3 Mar 2025, Proceedings of the 15th International Learning Analytics and Knowledge Conference, LAK 2025. New York: Association for Computing Machinery (ACM), p. 293-305 13 p. (Proceedings of the International Learning Analytics and Knowledge Conference, LAK).

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

    Open Access

  • Meme Trojan: Backdoor Attacks Against Hateful Meme Detection via Cross-Modal Triggers

    Wang, R., Lin, H., Luo, Z., Cheung, K. C., See, S., MA, J. & Wan, R., 25 Feb 2025, Proceedings of the 39th Annual AAAI Conference on Artificial Intelligence. Association for the Advancement of Artificial Intelligence, p. 7844-7852 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 39, no. 8).

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

    Open Access

  • ML-Based Fine-Grained Modeling of DC Current Crowding in Power Delivery TSVs for Face-to-Face 3D ICs

    Yang, Z., Zhuang, Z., Yu, B., Ho, T. Y., Wong, M. D. F. & Lim, S. K., 16 Mar 2025, Proceedings of the 2025 International Symposium on Physical Design, ISPD 2025. Association for Computing Machinery (ACM), p. 233-241 9 p. (Proceedings of the International Symposium on Physical Design).

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

    Open Access
    1 Citation (Scopus)

  • NCDI-Diffusion: Neural Contextual and Directional Inversion for Novel View Synthesis through Diffusion Models

    Xing, W., Chen, J., Yang, Z., Tong, X., Lin, C. & Han, M., 6 Apr 2025, Proceedings of the 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Rao, B. D., Trancoso, I., Sharma, G. & Mehta, N. B. (eds.). IEEE, 5 p. 10889871. (Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)).

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

  • Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels

    Wang, Y., Cheng, H., Xiong, J., Wen, Q., Jia, H., Song, R., Zhang, L., Zhu, Z. & Liu, Y., 20 Jul 2025, KDD '25: Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1. New York: Association for Computing Machinery (ACM), p. 1551–1562 12 p. (KDD: Proceedings of ACM SIGKDD Conference on Knowledge Discovery and Data Mining).

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

  • Physics Reasoner: Knowledge-Augmented Reasoning for Solving Physics Problems with Large Language Models

    Pang, X., Hong, R., Zhou, Z., Lv, F., Yang, X., Liang, Z., Han, B. & Zhang, C., Jan 2025, Proceedings of the 31st International Conference on Computational Linguistics, COLING 2025. Rambow, O., Wanner, L., Apidianaki, M., Al-Khalifa, H., Di Eugenio, B. & Schockaert, S. (eds.). Association for Computational Linguistics (ACL), p. 11274-11289 16 p. (Proceedings - International Conference on Computational Linguistics, COLING; vol. Part F206484-1).

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

    Open Access

  • PrivDPR: Synthetic Graph Publishing with Deep PageRank under Differential Privacy

    Zhang, S., Hu, H., Ye, Q. & Xu, J., 20 Jul 2025, KDD '25: Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1. New York: Association for Computing Machinery (ACM), p. 1936–1947 12 p. (KDD: Proceedings of ACM SIGKDD Conference on Knowledge Discovery and Data Mining).

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

  • Projection Valued-based Quantum Machine Learning Adapting to Differential Privacy Algorithm for Word-level Lipreading

    Chen, H., Wang, C., Du, J., Yang, C.-H. H. & Qi, J., 6 Apr 2025, Proceedings of the 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Rao, B. D., Trancoso, I., Sharma, G. & Mehta, N. B. (eds.). IEEE, 5 p. 10890305. (Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)).

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

  • Robust Qualitative Data Clustering via Learnable Multi-Metric Space Fusion

    Feng, S., Zhao, M., Huang, Z., Ji, Y., Zhang, Y. & Cheung, Y.-M., 6 Apr 2025, Proceedings of the 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Rao, B. D., Trancoso, I., Sharma, G. & Mehta, N. B. (eds.). IEEE, 5 p. 10889806. (Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)).

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

  • Spectral Subspace Clustering for Attributed Graphs

    Lin, X., Yang, R., Zheng, H. & Ke, X., 20 Jul 2025, KDD '25: Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1. New York: Association for Computing Machinery (ACM), p. 789–799 11 p. (KDD: Proceedings of ACM SIGKDD Conference on Knowledge Discovery and Data Mining).

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

  • The Place of the Soul or the Soul as a Place? Augustine’s Understanding of Soul, Place, and God

    Boone, M. J., Jan 2025, (Accepted/In press) Studia Patristica: Papers presented at the Ninteenth International Conference on Patristic Studies held in Oxford 2024. Peeters Publishers

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

  • The United Nations’ Sustainable Development Goal 5 (SDG5) Research and Impact from a Gender Perspective: A Bibliometric Analysis in the IS Discipline

    Lyu, J., Gao, Y., Cheung, C. M. K., Wang, S. X. & Mu, J., 7 Jan 2025, Proceedings of the 58th Annual Hawaii International Conference on System Sciences, HICSS 2025. Bui, T. X. (ed.). University of Hawaii at Manoa, p. 6684-6692 9 p. (Proceedings of the Annual Hawaii International Conference on System Sciences).

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

    Open Access

  • Weighted Density for The Win: Accurate Subspace Density Clustering

    Peng, M., Wu, Y., Lu, Y., Li, M., Zhang, Y. & Cheung, Y.-M., 6 Apr 2025, Proceedings of the 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Rao, B. D., Trancoso, I., Sharma, G. & Mehta, N. B. (eds.). IEEE, 5 p. 10890745. (Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)).

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

  • 2024

    A Bilevel Evolutionary Algorithm Based on Upper-Level-Driven Lower-Level Search

    Yang, N., Liu, H.-L., Chen, L., Wang, Y. & Cheung, Y.-M., 30 Jun 2024, 2024 IEEE Congress on Evolutionary Computation (CEC). IEEE, 7 p. 10611954. (2024 IEEE Congress on Evolutionary Computation, CEC 2024 - Proceedings).

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

  • Accurate Forgetting for Heterogeneous Federated Continual Learning

    Wuerkaixi, A., Cui, S., Zhang, J., Yan, K., Han, B., Niu, G., Fang, L., Zhang, C. & Sugiyama, M., May 2024, Proceedings of the Twelfth International Conference on Learning Representations, ICLR 2024. International Conference on Learning Representations, p. 1-19 19 p. (Proceedings of the International Conference on Learning Representations, ICLR).

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

    Open Access
    4 Citations (Scopus)

  • Adaptive Federated Learning in Heterogeneous Wireless Networks with Independent Sampling

    Geng, J., Hou, Y., Tao, X., Wang, J. & Luo, B., 10 Jun 2024, ICC 2024 - IEEE International Conference on Communications. Valenti, M., Reed, D. & Torres, M. (eds.). IEEE, p. 944-949 6 p. (IEEE International Conference on Communications).

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

  • Adaptive Hardness Negative Sampling for Collaborative Filtering

    Lai, R., Chen, R., Han, Q., Zhang, C. & Chen, L., 24 Mar 2024, Proceedings of the 38th AAAI Conference on Artificial Intelligence. p. 8645-8652 8 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 38, no. 8).

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

    Open Access
    2 Citations (Scopus)

  • Adaptive Truss Maximization on Large Graphs: A Minimum Cut Approach

    Sun, Z., Huang, X., Piao, C., Long, C. & Xu, J., May 2024, Proceedings - 2024 IEEE 40th International Conference on Data Engineering, ICDE 2024. IEEE, p. 3270-3282 13 p. (International Conference on Data Engineering).

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

    Open Access

  • Adapt PointFormer: 3D Point Cloud Analysis via Adapting 2D Visual Transformers

    Li, M., Li, D., Yang, G., Cheung, Y.-M. & Huang, H., Oct 2024, ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain - Including 13th Conference on Prestigious Applications of Intelligent Systems (PAIS 2024). Endriss, U., Melo, F. S., Bach, K., Diz, A. J. B., Alonso-Moral, J. M., Barro, S. & Heintz, F. (eds.). IOS Press, p. 89-96 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 392).

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

    Open Access

  • Addressing Asynchronicity in Clinical Multimodal Fusion via Individualized Chest X-ray Generation

    Yao, W., Liu, C., Yin, K., Cheung, W. & Qin, J., 12 Dec 2024, 38th Conference on Neural Information Processing Systems, NeurIPS 2024. Globerson, A., Mackey, L., Belgrave, D., Fan, A., Paquet, U., Tomczak, J. & Zhang, C. (eds.). Neural information processing systems foundation, p. 29001-29028 28 p. (Advances in Neural Information Processing Systems; vol. 37)(NeurIPS Proceedings).

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

    Open Access

  • AHIVE: Anatomy-aware Hierarchical Vision Encoding for Interactive Radiology Report Retrieval

    Yan, S., Cheung, W. K., Tsang, I. W., Chiu, K., Tong, T. M., Cheung, K. C. & See, S., Jun 2024, Proceedings of 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024. IEEE, p. 14324-14333 10 p. (Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition).

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

    Open Access
    1 Citation (Scopus)

  • AI Recruiting and Workplace Diversity, Equity, and Inclusion: A Literature Analysis

    Gao, G. Y., Lyu, J. & Cheung, C. M. K., Jul 2024, PACIS 2024 Proceedings. Association for Information Systems, 17 p. 1507. (Pacific Asia Conference on Information Systems).

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

    Open Access

  • A Learning-only Method for Multi-Cell Multi-User MIMO Sum Rate Maximization

    Song, Q., Wang, J., Li, J., Liu, G. & Xu, H., 20 May 2024, IEEE INFOCOM 2024 - IEEE Conference on Computer Communications. IEEE, p. 291-300 10 p. (Proceedings - IEEE INFOCOM).

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

  • Amotivation as a Predictor of Academic Achievement: A Comparative Study of Science and Art Students' GPA

    Qin, L.-Y., Cheung, K., Tsang, H., Lui, J. K. Y., Ma, N., Kwong, T. F. N., Koo, A. C. H., Benz, P., O'Dea, T., Lee, W. K. & Mak, G. L. C., 18 Mar 2024, Science Cite: International Conference on E-commerce, E-administration, E-society, E-education and E-technology, ICCASET 2024. India: SCITE Explore, p. 49-53 5 p. 12

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

  • AMR-Evol: Adaptive Modular Response Evolution Elicits Better Knowledge Distillation for Large Language Models in Code Generation

    Luo, Z., Li, X., Lin, H., Ma, J. & Bing, L., Nov 2024, Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024. Al-Onaizan, Y., Bansal, M. & Chen, Y.-N. (eds.). Association for Computational Linguistics (ACL), p. 1143-1166 24 p. (Proceedings of the Conference on Empirical Methods in Natural Language Processing, EMNLP).

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

    Open Access

  • A Multi-agent Generative Model for Collaborative Global Routing Refinement

    Wang, Q., Liu, J., Wong, M. D. F. & Young, E. F. Y., 12 Jun 2024, GLSVLSI 2024 - Proceedings of the Great Lakes Symposium on VLSI 2024. Partin-Vaisband, I., Katkoori, S., Peng, L., Vaisband, B. & Nikoubin, T. (eds.). Association for Computing Machinery (ACM), p. 383-389 7 p. (Proceedings of the ACM Great Lakes Symposium on VLSI, GLSVLSI).

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

    Open Access
    1 Citation (Scopus)

  • An efficient mid-infrared erbium-doped ZBLAN amplifier using a double-pass configuration

    Shi, Y., Kang, Q., Wen, Q., Huang, D. & Wai, P. K. A., May 2024, CLEO: Science and Innovations, CLEO_SI 2024. Optica Publishing Group, 2 p. (Optics InfoBase Conference Papers)(CLEO: Science and Innovations, CLEO_SI)(Conference on Lasers and Electro-Optics (CLEO)).

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

  • An Empirical Study on Oculus Virtual Reality Applications: Security and Privacy Perspectives

    Guo, H., Dai, H.-N., Luo, X., Zheng, Z., Xu, G. & He, F., 20 May 2024, ICSE '24: Proceedings of the IEEE/ACM 46th International Conference on Software Engineering. New York: Association for Computing Machinery (ACM), p. 1-13 13 p. 159. (Proceedings - International Conference on Software Engineering).

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

    5 Citations (Scopus)

  • An End-to-end Learning Approach for Counterfactual Generation and Individual Treatment Effect Estimation

    Wu, F., Yin, K. & Cheung, W. K., Jun 2024, Proceedings - 2024 IEEE Conference on Artificial Intelligence (CAI). Singapore: IEEE, p. 176-182 7 p.

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

  • An Improved Dual Stream DGCNN Method for Fine-Grained Positive Emotion Classification

    Hu, S., Yu, Z., Xu, E., Wang, Y., Zhang, Y. & Guo, B., Aug 2024, Proceedings of the 2024 IEEE International Conference on Behavioural and Social Computing, BESC 2024. IEEE, p. 1-6 6 p. (Proceedings of the IEEE International Conference on Behavioural and Social Computing, BESC).

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

  • An Optimal Transport View for Subspace Clustering and Spectral Clustering

    Yan, Y., Xu, Z., Yang, C., Zhang, J., Cai, R. & Ng, M. K. P., 25 Mar 2024, Proceedings of the 38th AAAI Conference on Artificial Intelligence, AAAI 2024. Washington, DC: AAAI press, p. 16281-16289 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence).

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

    Open Access
    2 Citations (Scopus)

  • A Person-centric Latent Profile Approach to Generational Cohorts in Organizations

    Liu, J. & Li, F., 1 Aug 2024, Academy of Management Proceedings 2024. Taneja, S. (ed.). Academy of Management, (Academy of Management Proceedings; vol. 2024, no. 1).

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

  • A Reliable and Privacy-Preserving Truth Discovery Scheme for Mobile Crowdsensing Based on Functional Encryption

    Deng, X., Wang, X., Li, L., Dai, H. N. & Hu, W., 27 Dec 2024, Frontiers in Cyber Security: 7th International Conference, FCS 2024 Chongqing, China, July 26–28, 2024 Proceedings, Part I. Chen, B., Fu, X. & Huang, M. (eds.). Singapore: Springer, p. 365-382 18 p. (Communications in Computer and Information Science; vol. 2315)(FCS: International Conference on Frontiers in Cyber Security).

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

  • A Routability-Driven Ultrascale FPGA Macro Placer with Complex Design Constraints

    Luo, Q., Zang, X., Wang, Q., Wang, F., Young, E. F. Y. & Wong, M. D. F., 3 Sept 2024, Proceedings - 2024 IEEE 32nd Annual International Symposium on Field-Programmable Custom Computing Machines, FCCM 2024. Nunez, M. (ed.). IEEE, p. 133-139 7 p. (Annual IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM) ).

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

  • Ask, Attend, Attack: An Effective Decision-Based Black-Box Targeted Attack for Image-to-Text Models

    Zeng, Q., Wang, Z., Cheung, Y. M. & Jiang, M., Dec 2024, 38th Conference on Neural Information Processing Systems, NeurIPS 2024. Globerson, A., Mackey, L., Belgrave, D., Fan, A., Paquet, U., Tomczak, J. & Zhang, C. (eds.). Neural Information Processing Systems Foundation, (Advances in Neural Information Processing Systems; vol. 37)(NeurIPS Proceedings).

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

    Open Access

  • A Sober Look at the Robustness of CLIPs to Spurious Features

    Wang, Q., Lin, Y., Chen, Y., Schmidt, L., Han, B. & Zhang, T., Dec 2024, 38th Conference on Neural Information Processing Systems, NeurIPS 2024. Globerson, A., Mackey, L., Belgrave, D., Fan, A., Paquet, U., Tomczak, J. & Zhang, C. (eds.). Neural Information Processing Systems Foundation, 40 p. (Advances in Neural Information Processing Systems; vol. 37)(NeurIPS Proceedings).

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

    Open Access
    1 Citation (Scopus)

  • A Stochastic Proximal WMMSE for Ergodic Sum Rate Maximization

    Zhao, X., Wang, X., Wang, J. & Shi, Q., 17 Apr 2024, Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2024. IEEE, p. 8906-8910 5 p. (Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP).

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

  • Augment Decentralized Online Convex Optimization with Arbitrarily Bad Machine-Learned Predictions

    Wen, D., Li, Y. & Lau, F. C. M., 23 Jul 2024, Proceedings - 2024 IEEE 44th International Conference on Distributed Computing Systems, ICDCS 2024. IEEE, p. 1460-1461 2 p. (Proceedings - International Conference on Distributed Computing Systems).

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

  • Augment Online Linear Optimization with Arbitrarily Bad Machine-Learned Predictions

    Wen, D., Li, Y. & Lau, F. C. M., 20 May 2024, IEEE INFOCOM 2024 - IEEE Conference on Computer Communications. IEEE, p. 2159-2168 10 p. (Proceedings - IEEE INFOCOM).

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

    3 Citations (Scopus)

  • Auncel: Fair Byzantine Consensus Protocol with High Performance: Fair Byzantine Consensus Protocol with High Performance

    Chen, W., Feng, Y., Zhang, J., Cai, Z., Dai, H. N. & Zheng, Z., May 2024, IEEE INFOCOM 2024 - IEEE Conference on Computer Communications. IEEE, p. 1251-1260 10 p. (Proceedings - IEEE Conference on Computer Communications, INFOCOM).

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

    2 Citations (Scopus)

  • Balancing Similarity and Complementarity for Federated Learning

    Yan, K., Cui, S., Wuerkaixi, A., Zhang, J., Han, B., Niu, G., Sugiyama, M. & Zhang, C., 21 Jul 2024, Proceedings of the 41st International Conference on Machine Learning, ICML 2024. Salakhutdinov, R., Kolter, Z., Heller, K., Weller, A., Oliver, N., Scarlett, J. & Berkenkamp, F. (eds.). ML Research Press, p. 55739-55758 20 p. (Proceedings of the International Conference on Machine Learning)(Proceedings of Machine Learning Research; vol. 235).

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

    Open Access

  • Bandwidth-Aware and Overlap-Weighted Compression for Communication-Efficient Federated Learning

    Tang, Z., Huang, J., Yan, R., Wang, Y., Tang, Z., Shi, S., Zhou, A. C. & Chu, X., 12 Aug 2024, 53rd International Conference on Parallel Processing, ICPP 2024 - Main Conference Proceedings. Association for Computing Machinery (ACM), p. 866-875 10 p. (ACM International Conference Proceeding Series)(Proceedings of International Conference on Parallel Processing, ICPP).

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

    Open Access
    1 Citation (Scopus)

  • BFRFormer: Transformer-Based Generator for Real-World Blind Face Restoration

    Ge, G., Song, Q., Zhu, G., Zhang, Y., Chen, J., Xin, M., Tang, M. & Wang, J., 14 Apr 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. IEEE, p. 3700-3704 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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