Prof. SONG Linqi (宋林琦)
Research Output
- 2024
- Published
Bi-Chainer: Automated Large Language Models Reasoning with Bidirectional Chaining
Liu, S., He, B. & Song, L., Aug 2024, 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024) - Proceedings of the Conference. Ku, L., Martins, A. & Srikumar, V. (eds.). Kerrville, TX: Association for Computational Linguistics (ACL), p. 8578–8598 21 p.Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- Published
CLOMO: Counterfactual Logical Modification with Large Language Models
Huang, Y., Hong, R., Zhang, H., Shao, W., Yang, Z., Yu, D., Zhang, C., & 2 others, Aug 2024, Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics. Ku, L., Martins, A. & Srikumar, V. (eds.). Association for Computational Linguistics (ACL), Vol. 1. p. 11012–11034Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- Online published
Scenario-Adaptive Key Establishment Scheme for LoRa-enabled IoV Communications
Yang, H., Duan, D., Liu, H., Luo, C., Wu, Y., Li, W., Zomaya, A. Y., & 2 others, 2 Jul 2024, (Online published) In: IEEE Transactions on Mobile Computing. 17 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Published
Video Quality Assessment for Spatio-Temporal Resolution Adaptive Coding
Zhu, H., Chen, B., Zhu, L., Chen, P., Song, L. & Wang, S., Jul 2024, In: IEEE Transactions on Circuits and Systems for Video Technology. 34, 7, p. 6403-6415Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Accepted/In press/Filed
基於訓練和/或操作圖神經網絡的推薦系統
LUO, S. & SONG, L., 18 Jun 2024, (Accepted/In press/Filed) Priority No. 202410786813.1Research output: Patents, Agreements and Assignments › RGC 51 - Patents (CityU)
- Online published
Towards Improving Interpretability of Language Model Generation through a Structured Knowledge Discovery Approach
Liu, S., Wu, H., Deng, G., Chen, J., Wang, X. & Song, L., 13 Jun 2024, (Online published) In: IEEE Journal of Selected Topics in Signal Processing.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Online published
Understanding and Patching Compositional Reasoning in LLMs
Li, Z., Jiang, G., Xie, H., Song, L., Lian, D. & Wei, Y., 6 Jun 2024, (Online published) 21 p.Research output: Working Papers › Preprint
- Published
Competitive Knowledge Transfer–Enhanced Surrogate-Assisted Search for Production Optimization
Cao, C., Xue, X., Zhang, K., Song, L., Zhang, L., Yan, X., Yang, Y., & 3 others, Jun 2024, In: SPE Journal. 29, 6, p. 3277-3292Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 1 - Published
MoPE-CLIP: Structured Pruning for Efficient Vision-Language Models with Module-wise Pruning Error Metric
Lin, H., Bai, H., Liu, Z., Hou, L., Sun, M., Song, L., Wei, Y., & 1 others, Jun 2024, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024. Institute of Electrical and Electronics Engineers, Inc., p. 27370-27380 11 p.Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- Published
MUSTARD: MASTERING UNIFORM SYNTHESIS OF THEOREM AND PROOF DATA
Huang, Y., Lin, X., Liu, Z., Cao, Q., Xin, H., Wang, H., Li, Z., & 2 others, 7 May 2024, The Twelfth International Conference on Learning Representations. International Conference on Learning Representations, ICLR, (12th International Conference on Learning Representations, ICLR 2024).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- Published
Can LLM Substitute Human Labeling? A Case Study of Fine-grained Chinese Address Entity Recognition Dataset for UAV Delivery
Yao, Y., Luo, S., Zhao, H., Deng, G. & Song, L., May 2024, WWW '24: Companion Proceedings of the ACM on Web Conference 2024. Association for Computing Machinery, p. 1099-1102 4 p.Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- Published
CrossVision: Real-time On-Camera Video Analysis via Common RoI Load Balancing
Zhang, L., Lu, Z., Song, L. & Xu, J., May 2024, In: IEEE Transactions on Mobile Computing. 23, 5, p. 5027-5039Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 1 - Published
MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning
Wang, K., Ren, H., Zhou, A., Lu, Z., Luo, S., Shi, W., Zhang, R., & 3 others, May 2024, The Twelfth International Conference on Learning Representations. International Conference on Learning Representations, ICLR, 34 p. (12th International Conference on Learning Representations, ICLR 2024).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- Published
Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification
Zhou, A., Wang, K., Lu, Z., Shi, W., Luo, S., Qin, Z., Lu, S., & 4 others, May 2024, The Twelfth International Conference on Learning Representations, ICLR 2024. International Conference on Learning Representations, ICLR, 27 p. (International Conference on Learning Representations, ICLR).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 1 - Accepted/In press/Filed
基於數據增強和對比學習的長尾排序學習
LUO, S. & SONG, L., 11 Apr 2024, (Accepted/In press/Filed) Priority No. 202410433345.XResearch output: Patents, Agreements and Assignments › RGC 51 - Patents (CityU)
- Published
Benchmarking and Improving Compositional Generalization of Multi-aspect Controllable Text Generation
Zhong, T., Li, Z., Wang, Q., Song, L., Wei, Y., Lian, D. & Mao, Z., 5 Apr 2024.Research output: Working Papers › Preprint
- Published
A Language Model-based Fine-Grained Address Resolution Framework in UAV Delivery System
Luo, S., Yao, Y., Zhao, H. & Song, L., Apr 2024, In: IEEE Journal of Selected Topics in Signal Processing. 18, 3, p. 529-539Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Published
Killing two birds with one stone: Quantization achieves privacy in distributed learning
Yan, G., Li, T., Wu, K. & Song, L., Mar 2024, In: Digital Signal Processing. 146, 104353.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 2 - Published
Proxyqa: An Alternative Framework for Evaluating Long-Form Text Generation with Large Language Models
Tan, H., Guo, Z., Shi, Z., Xu, L., Liu, Z., Feng, Y., Li, X., & 4 others, 26 Jan 2024, 22 p.Research output: Working Papers › Preprint
- Published
A Framework of Large-Scale Peer-to-Peer Learning System
Luo, Y., Han, P., Luo, W., Xue, S., Chen, K. & Song, L., 2024, Neural Information Processing: 30th International Conference, ICONIP 2023, Changsha, China, November 20–23, 2023, Proceedings, Part II. Luo, B., Cheng, L., Wu, Z., Li, H. & Li, C. (eds.). Springer, p. 27-41 (Lecture Notes in Computer Science; vol. 14448).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
