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  • 2024

    Less is More: One-shot Subgraph Reasoning on Large-scale Knowledge Graphs

    Zhou, Z., Zhang, Y., Yao, J., Yao, Q. & Han, B., 10 May 2024, Proceedings of the Twelfth International Conference on Learning Representations, ICLR 2024. International Conference on Learning Representations, 32 p. (Proceedings of the International Conference on Learning Representations, ICLR).

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

    Open Access

  • LLaCE: Locally Linear Contrastive Embedding

    Liu, R., Liu, Y. & Liu, J., 13 May 2024, WWW '24: Companion Proceedings of the ACM on Web Conference 2024. 1st ed. Association for Computing Machinery (ACM), p. 517-520 4 p. (WWW 2024 Companion - Companion Proceedings of the ACM Web Conference).

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

    Open Access

  • Low-Latency Video Conferencing via Optimized Packet Routing and Reordering

    Xiao, Y., Chen, S., Zhou, A. C., Zhang, S., Wang, Y., Mao, R. & Yang, X., 21 Jun 2024, 2024 IEEE/ACM 32nd International Symposium on Quality of Service, IWQoS 2024. IEEE, p. 1-11 11 p. (IEEE International Workshop on Quality of Service, IWQoS).

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

  • Mesh-Centric Gaussian Splatting for Human Avatar Modelling with Real-time Dynamic Mesh Reconstruction

    Zhang, R. & Chen, J., 28 Oct 2024, MM '24: Proceedings of the 32nd ACM International Conference on Multimedia. Luo, Y., Do, T. & Yan, Y. (eds.). New York: Association for Computing Machinery (ACM), p. 6823-6832 10 p. (Proceedings of the ACM International Conference on Multimedia).

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

    Open Access

  • Mitigating Label Noise on Graphs via Topological Sample Selection

    Wu, Y., Yao, J., Xia, X., Yu, J., Wang, R., Han, B. & Liu, T., 21 Jul 2024, Proceedings of 41th 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. 53944-53972 29 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

  • Mitigating Noisy Correspondence by Geometrical Structure Consistency Learning

    Zhao, Z., Chen, M., Dai, T., Yao, J., Han, B., Zhang, Y. & Wang, Y., 16 Jun 2024, 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, p. 27371-27380 10 p. 10654947

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

  • MMCode: Benchmarking Multimodal Large Language Models for Code Generation with Visually Rich Programming Problems

    Li, K., Tian, Y., Hu, Q., Luo, Z., Huang, Z. & Ma, J., Nov 2024, Findings of the Association for Computational Linguistics: EMNLP 2024. Al-Onaizan, Y., Bansal, M. & Chen, Y.-N. (eds.). Association for Computational Linguistics (ACL), p. 736-783 48 p. (Conference on Empirical Methods in Natural Language Processing, Findings of EMNLP).

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

    Open Access

  • MMS: Morphology-Mixup Stylized Data Generation for Single Domain Generalization in Medical Image Segmentation

    He, X., Yang, B. & Lyu, F., 17 Apr 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. IEEE, p. 1981-1985 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

  • MMSummary: Multimodal Summary Generation for Fetal Ultrasound Video

    Guo, X., Men, Q. & Noble, J. A., 13 Oct 2024, Medical Image Computing and Computer Assisted Intervention – MICCAI 2024: 27th International Conference, Marrakesh, Morocco, October 6–10, 2024, Proceedings, Part IV. Linguraru, M. G., Dou, Q., Feragen, A., Giannarou, S., Glocker, B., Lekadir, K. & Schnabel, J. A. (eds.). Springer Nature, p. 678-688 11 p. (Lecture Notes in Computer Science; vol. 15004)(MICCAI: International Conference on Medical Image Computing and Computer-Assisted Intervention).

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

  • MOKD: Cross-domain Finetuning for Few-shot Classification via Maximizing Optimized Kernel Dependence

    Tian, H., Liu, F., Liu, T., Du, B., Cheung, Y.-M. & Han, B., 21 Jul 2024, Proceedings of 41th 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. 48154-48185 32 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

  • Motion Part-Level Interpolation and Manipulation over Automatic Symbolic Labanotation Annotation

    Jiang, J., Au, H. Y., Chen, J., Xiang, J. & Chen, M., 30 Jun 2024, Proceedings - 2024 International Joint Conference on Neural Networks (IJCNN). IEEE, p. 1-8 8 p. (Proceedings - International Joint Conference on Neural Networks (IJCNN)).

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

  • Multi-modal Mood Reader: Pre-trained Model Empowers Cross-Subject Emotion Recognition

    Dong, Y., Chen, X., Shen, Y., Ng, M. K. P., Qian, T. & Wang, S., 22 Sept 2024, Neural Computing for Advanced Applications - 5th International Conference, NCAA 2024, Proceedings. Zhang, H., Li, X., Hao, T., Meng, W., Wu, Z. & He, Q. (eds.). Springer Science and Business Media Deutschland GmbH, p. 178-192 15 p. (Communications in Computer and Information Science; vol. 2183 CCIS).

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

    1 Citation (Scopus)

  • Multi-Scale HSV Color Feature Embedding for High-Fidelity NIR-to-RGB Spectrum Translation

    Zhai, H., Chen, M., Yang, X. & Kang, G., Oct 2024, 2024 IEEE International Conference on Systems, Man, and Cybernetics (SMC). IEEE, p. 3287-3292 6 p. (IEEE International Conference on Systems, Man and Cybernetics).

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

  • Multi-scale Value-Density Transformer with Medical Semantic Guidance for Disease Risk Prediction Based on Clinical Time Series

    Xu, J., Wei, X. & Yuen, P. C., 1 Dec 2024, Pattern Recognition: 27th International Conference, ICPR 2024, Kolkata, India, December 1–5, 2024, Proceedings, Part XXIII. Antonacopoulos, A., Chaudhuri, S., Chellappa, R., Liu, C.-L., Bhattacharya, S. & Pal, U. (eds.). Cham: Springer Cham, p. 163-178 16 p. (Lecture Notes in Computer Science; vol. 15323)(ICPR: International Conference on Pattern Recognition).

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

  • Multispectral Organic Photodetectors and Applications

    Wang, Z., Tang, Y. & Zhu, F., Jul 2024, 2024 IEEE International Conference on Flexible and Printable Sensors and Systems (FLEPS). IEEE, 4 p. (IEEE International Conference on Flexible and Printable Sensors and Systems (FLEPS) ).

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

  • Negative Label Guided OOD Detection With Pretrained Vision-Language Models

    Jiang, X., Liu, F., Fang, Z., Chen, H., Liu, T., Zheng, F. & Han, B., May 2024, Proceedings of the Twelfth International Conference on Learning Representations, ICLR 2024. International Conference on Learning Representations, p. 1-29 29 p. (Proceedings of the International Conference on Learning Representations, ICLR).

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

    Open Access
    2 Citations (Scopus)

  • Neural Atoms: Propagating Long-range Interaction in Molecular Graphs through Efficient Communication Channel

    Li, X., Zhou, Z., Yao, J., Rong, Y., Zhang, L. & Han, B., May 2024, Proceedings of the Twelfth International Conference on Learning Representations, ICLR 2024. International Conference on Learning Representations, p. 1-33 33 p. (Proceedings of the International Conference on Learning Representations, ICLR).

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

    Open Access
    1 Citation (Scopus)

  • Neural Underwater Scene Representation

    Tang, Y., Zhu, C., Wan, R., Xu, C. & Shi, B., 16 Jun 2024, Proceedings of 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024. Ceballos, C. (ed.). IEEE, p. 11780-11789 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
    5 Citations (Scopus)

  • Noisediffusion: Correcting Noise For Image Interpolation With Diffusion Models Beyond Spherical Linear Interpolation

    Zheng, P., Zhang, Y., Fang, Z., Liu, T., Lian, D. & Han, B., May 2024, Proceedings of the Twelfth International Conference on Learning Representations, ICLR 2024. International Conference on Learning Representations, p. 1-25 25 p. (Proceedings of the International Conference on Learning Representations, ICLR).

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

    Open Access
    1 Citation (Scopus)

  • Octopus: Embodied Vision-Language Programmer from Environmental Feedback

    Yang, J., Dong, Y., Liu, S., Li, B., Wang, Z., Tan, H., Jiang, C., Kang, J., Zhang, Y., Zhou, K. & Liu, Z., 29 Sept 2024, Computer Vision – ECCV 2024: 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part I. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). 1st ed. Springer Cham, p. 20-38 19 p. (Lecture Notes in Computer Science; vol. 15059).

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

    1 Citation (Scopus)

  • On the Over-Memorization During Natural, Robust and Catastrophic Overfitting

    Lin, R., Yu, C., Han, B. & Liu, T., May 2024, Proceedings of the Twelfth International Conference on Learning Representations, ICLR 2024. International Conference on Learning Representations, p. 1-18 18 p. (Proceedings of the International Conference on Learning Representations, ICLR).

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

    Open Access

  • OpenAuth: Human Body-Based User Authentication Using mmWave Signals in Open-World Scenarios: Human Body-Based User Authentication Using mmWave Signals in Open-World Scenarios

    Yang, J., Yu, J., Kong, L., Zhu, Y. & Dai, H. N., Jul 2024, Proceedings - 2024 IEEE 44th International Conference on Distributed Computing Systems, ICDCS 2024. IEEE, p. 1330-1341 12 p. (Proceedings - International Conference on Distributed Computing Systems).

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

  • Open-Vocabulary Calibration for Fine-tuned CLIP

    Wang, S., Wang, J., Wang, G., Zhang, B., Zhou, K. & Wei, H., 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. 51734-51754 21 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

  • Out-of-Distribution Detection with Negative Prompts

    Nie, J., Zhang, Y., Fang, Z., Liu, T., Han, B. & Tian, X., May 2024, Proceedings of the Twelfth International Conference on Learning Representations, ICLR 2024. International Conference on Learning Representations, p. 1-20 20 p. (Proceedings of the International Conference on Learning Representations, ICLR).

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

    Open Access
    3 Citations (Scopus)

  • ParsNets: A Parsimonious Composition of Orthogonal and Low-Rank Linear Networks for Zero-Shot Learning

    Guo, J., Zhou, Q., Lu, X., Li, R., Liu, Z., Zhang, J., Han, B., Chen, J., Xie, X. & Guo, S., 3 Aug 2024, Proceedings of the 33rd International Joint Conference on Artificial Intelligence, IJCAI 2024. Larson, K. (ed.). International Joint Conferences on Artificial Intelligence, p. 4062-4070 9 p. (IJCAI International Joint Conference on Artificial Intelligence).

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

    Open Access

  • Porygon: Scaling Blockchain via 3D Parallelism

    Chen, W., Xia, D., Cai, Z., Dai, H. N., Zhang, J., Hong, Z., Liang, J. & Zheng, Z., 13 May 2024, Proceedings - 2024 IEEE 40th International Conference on Data Engineering, ICDE 2024. Netherlands: IEEE, p. 1944-1957 14 p. (Proceedings - International Conference on Data Engineering).

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

    3 Citations (Scopus)

  • Pose-GuideNet: Automatic Scanning Guidance for Fetal Head Ultrasound from Pose Estimation

    Men, Q., Guo, X., Papageorghiou, A. T. & Noble, J. A., 13 Oct 2024, Medical Image Computing and Computer Assisted Intervention – MICCAI 2024: 27th International Conference, Marrakesh, Morocco, October 6–10, 2024, Proceedings, Part IV. Linguraru, M. G., Dou, Q., Feragen, A., Giannarou, S., Glocker, B., Lekadir, K. & Schnabel, J. A. (eds.). Springer Nature, p. 700-710 11 p. (Lecture Notes in Computer Science; vol. 15004)(MICCAI: International Conference on Medical Image Computing and Computer-Assisted Intervention).

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

  • Precise Ultrasonic Ranging Using Polymer Fiber Based Time-Stretched Self-Coherence Detection

    Li, Y., Lo, K. S., Huang, D., Lu, C. & WAI, A., 4 Aug 2024, 16th Pacific Rim Conference on Lasers and Electro-Optics, CLEO-PR 2024. IEEE, p. 1-2 2 p. (Pacific Rim Conference on Lasers and Electro-Optics (CLEO/Pacific Rim)).

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

  • Predicting User Activities and Device Interactions Using Adversarial Sensor Data: A Machine Learning Approach

    Kango, R. A., Fatima Qureshi, M., Keung, W. Y., Qureshi, U. M., Umair, Z. & Kam, H. C., Dec 2024, Proceedings of the 8th Cyber Security in Networking Conference (CSNet 2024): AI for Cybersecurity. Ganascia, J.-G., Pujolle, G., Noura, H., Salman, O., Hariss, K., El Husseini, F. & El Madhoun, N. (eds.). IEEE, p. 123-127 5 p. (Proceedings of the Cyber Security in Networking Conference (CSNet)).

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

  • PrettySmart: Detecting Permission Re-delegation Vulnerability for Token Behaviors in Smart Contracts

    Zhong, Z., Zheng, Z., Dai, H.-N., Xue, Q., Chen, J. & Nan, Y., May 2024, ICSE '24: Proceedings of the IEEE/ACM 46th International Conference on Software Engineering. Association for Computing Machinery (ACM), p. 2073-2084 12 p. 168. (Proceedings of the IEEE/ACM International Conference on Software Engineering).

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

  • Prompting Vision Foundation Models for Pathology Image Analysis

    Yin, C., Liu, S., Zhou, K., Wong, V. W. S. & Yuen, P. C., Jun 2024, Proceedings of 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024. IEEE, p. 11292-11301 10 p. (Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)).

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

    Open Access

  • Protecting NeRFs’ Copyright via Plug-And-Play Watermarking Base Model

    Song, Q., Luo, Z., Cheung, K. C., See, S. & Wan, R., 31 Oct 2024, Computer Vision – ECCV 2024: 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part XI. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). 1st ed. Cham: Springer, p. 57-73 17 p. (Lecture Notes in Computer Science; vol. 15069).

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

  • QGRL: Quaternion Graph Representation Learning for Heterogeneous Feature Data Clustering

    Chen, J., Ji, Y., Zou, R., Zhang, Y. & Cheung, Y.-M., 24 Aug 2024, KDD 2024 - Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery (ACM), p. 297-306 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
    6 Citations (Scopus)

  • Reinforcement Tuning for Detecting Stances and Debunking Rumors Jointly with Large Language Models

    Yang, R., Gao, W., Ma, J., Lin, H. & Wang, B., Aug 2024, Findings of the Association for Computational Linguistics ACL 2024. Ku, L.-W., Martins, A. & Srikumar, V. (eds.). Association for Computational Linguistics (ACL), p. 13423-13439 17 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

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

    Open Access

  • Robust Categorical Data Clustering Guided by Multi-Granular Competitive Learning

    Cai, S., Zhang, Y., Luo, X., Cheung, Y.-M., Jia, H. & Liu, P., 23 Jul 2024, Proceedings of the 44th IEEE International Conference on Distributed Computing Systems, ICDCS 2024. IEEE, p. 288-299 12 p. (Proceedings - International Conference on Distributed Computing Systems).

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

    6 Citations (Scopus)

  • Robust Training of Federated Models with Extremely Label Deficiency

    Zhang, Y., Wang, Z., Tian, X., Wang, N., Liu, T. & Han, B., 9 May 2024, Proceedings of the Twelfth International Conference on Learning Representations, ICLR 2024. International Conference on Learning Representations, p. 1-22 22 p. (Proceedings of the International Conference on Learning Representations, ICLR).

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

    Open Access
    1 Citation (Scopus)

  • R-PPDFL: A Robust and Privacy-Preserving Decentralized Federated Learning System: A Robust and Privacy-Preserving Decentralized Federated Learning System

    Chen, T., Wang, X. & Dai, H. N., 14 Jul 2024, Information Security and Privacy: 29th Australasian Conference, ACISP 2024, Sydney, NSW, Australia, July 15–17, 2024, Proceedings, Part III. Zhu, T. & Li, Y. (eds.). 1st ed. Singapore: Springer, p. 158-173 16 p. (Lecture Notes in Computer Science; vol. 14897)(ACISP: Australasian Conference on Information Security and Privacy).

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

  • Scenedoor: An Environmental Backdoor Attack for Face Recognition

    WANG, R., LUO, Z., Li, H. & WAN, R., 8 Dec 2024, 2024 IEEE International Conference on Visual Communications and Image Processing (VCIP). IEEE, 5 p. (IEEE International Conference on Visual Communications and Image Processing).

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

  • SIERRA: A Counterfactual Thinking-based Visual Interface for Property Graph Query Construction

    Ma, J., Bhowmick, S. S., Tay, L. & Choi, B., 9 Jun 2024, SIGMOD-Companion 2024 - Companion of the 2024 International Conferaence on Management of Data. Association for Computing Machinery (ACM), p. 440-443 4 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

    Open Access
    2 Citations (Scopus)

  • Spectrum Handoff Without Forced Termination in Cognitive Radio Networks

    Leung, Y. W., Apr 2024, 2024 IEEE Wireless Communications and Networking Conference (WCNC). IEEE, p. 1-6 6 p. (IEEE Conference on Wireless Communications and Networking).

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

  • SPY-Watermark: Robust Invisible Watermarking for Backdoor Attack

    Wang, R., Wan, R., Guo, Z., Guo, Q. & Huang, R., Apr 2024, ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, p. 2700-2704 5 p. (International Conference on Acoustics, Speech, and Signal Processing (ICASSP)).

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

  • Superpixel-Guided Segment Anything Model for Liver Tumor Segmentation with Couinaud Segment Prompt

    Lyu, F., Xu, J., Zhu, Y., Wong, G. L. H. & Yuen, P. C., 5 Oct 2024, Medical Image Computing and Computer Assisted Intervention – MICCAI 2024: 27th International Conference, Marrakesh, Morocco, October 6–10, 2024, Proceedings, Part VIII. Linguraru, M. G., Dou, Q., Feragen, A., Giannarou, S., Glocker, B., Lekadir, K. & Schnabel, J. A. (eds.). 1st ed. Springer Cham, p. 678-688 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15008)(MICCAI: International Conference on Medical Image Computing and Computer-Assisted Intervention).

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

  • Tackling Cold Start in Serverless Computing with Multi-Level Container Reuse

    Zhou, A. C., Huang, R., Ke, Z., Li, Y., Wang, Y. & Mao, R., 27 May 2024, Proceedings - 2024 IEEE International Parallel and Distributed Processing Symposium, IPDPS 2024. O'Conner, L. (ed.). IEEE, p. 89-99 11 p. (Proceedings - IEEE International Parallel and Distributed Processing Symposium, IPDPS).

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

    3 Citations (Scopus)

  • Towards Explainable Harmful Meme Detection through Multimodal Debate between Large Language Models

    Lin, H., Luo, Z., Gao, W., Ma, J., Wang, B. & Yang, R., 13 May 2024, WWW '24: Proceedings of the ACM on Web Conference 2024. 1st ed. Association for Computing Machinery (ACM), p. 2359-2370 12 p. (WWW 2024 - Proceedings of the ACM Web Conference).

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

    Open Access
    6 Citations (Scopus)

  • Towards Low-Resource Harmful Meme Detection with LMM Agents

    Huang, J., Lin, H., Liu, Z., Luo, Z., Chen, G. & Ma, J., 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. 2269-2293 25 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

  • Towards Realistic Model Selection for Semi-supervised Learning

    Li, M., Xia, X., Wu, R., Huang, F., Yu, J., Han, B. & Liu, T., 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. 28965-28977 13 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

  • Towards Robust Learning to Optimize with Theoretical Guarantees

    Song, Q., Lin, W., Wang, J. & Xu, H., 21 Jun 2024, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024. p. 27498-27506 9 p.

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

  • Towards Unbiased Minimal Cluster Analysis of Categorical-and-Numerical Attribute Data

    Zhang, Y., Luo, X., Chen, Q., Zou, R., Zhang, Y. & Cheung, Y. M., 2 Dec 2024, Pattern Recognition: 27th International Conference, ICPR 2024, Kolkata, India, December 1–5, 2024, Proceedings, Part II. Antonacopoulos, A., Chaudhuri, S., Chellappa, R., Liu, C.-L., Bhattacharya, S. & Pal, U. (eds.). Springer Cham, p. 254-269 16 p. (Lecture Notes in Computer Science; vol. 15302)(ICPR: International Conference on Pattern Recognition).

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

  • Trustworthy Machine Learning under Imperfect Data

    Han, B., 3 Aug 2024, Proceedings of the 33rd International Joint Conference on Artificial Intelligence, IJCAI 2024. Larson, K. (ed.). International Joint Conferences on Artificial Intelligence, p. 8535-8540 6 p. (IJCAI International Joint Conference on Artificial Intelligence).

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

  • UGNCL: Uncertainty-Guided Noisy Correspondence Learning for Efficient Cross-Modal Matching

    Zha, Q., Liu, X., Cheung, Y. M., Xu, X., Wang, N. & Cao, J., 11 Jul 2024, SIGIR '24: Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval. New York: Association for Computing Machinery (ACM), p. 852-861 10 p.

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

    2 Citations (Scopus)