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Publication search results
found 154 matches
- 2024
- Lei Yao, Da Guo, Xing Wang, Lin Zhu, Junlan Feng, Yong Zhang:
A double-layer attentive graph convolution networks based on transfer learning for dynamic graph classification. Int. J. Mach. Learn. Cybern. 15(3): 863-877 (2024) - Ruizhuo Xu, Ke Wang, Chao Deng, Mei Wang, Xi Chen, Wenhui Huang, Junlan Feng, Weihong Deng:
Depth Map Denoising Network and Lightweight Fusion Network for Enhanced 3D Face Recognition. Pattern Recognit. 145: 109936 (2024) - Yifan Pu, Yizeng Han, Yulin Wang, Junlan Feng, Chao Deng, Gao Huang:
Fine-Grained Recognition With Learnable Semantic Data Augmentation. IEEE Trans. Image Process. 33: 3130-3144 (2024) - Hanzhang Zhou, Junlang Qian, Zijian Feng, Hui Lu, Zixiao Zhu, Kezhi Mao:
LLMs Learn Task Heuristics from Demonstrations: A Heuristic-Driven Prompting Strategy for Document-Level Event Argument Extraction. ACL (1) 2024: 11972-11990 - Yinghao Zhu, Changyu Ren, Zixiang Wang, Xiaochen Zheng, Shiyun Xie, Junlan Feng, Xi Zhu, Zhoujun Li, Liantao Ma, Chengwei Pan:
EMERGE: Enhancing Multimodal Electronic Health Records Predictive Modeling with Retrieval-Augmented Generation. CIKM 2024: 3549-3559 - Zhe Yang, Yi Huang, Yaqin Chen, Xiaoting Wu, Junlan Feng, Chao Deng:
LLM as a metric critic for low resource relation identification. EMNLP (Findings) 2024: 14168-14178 - Shimao Zhang, Changjiang Gao, Wenhao Zhu, Jiajun Chen, Xin Huang, Xue Han, Junlan Feng, Chao Deng, Shujian Huang:
Getting More from Less: Large Language Models are Good Spontaneous Multilingual Learners. EMNLP 2024: 8037-8051 - Xue Han, Qing Wang, Yitong Wang, Jiahui Wang, Chao Deng, Junlan Feng:
Feature Mixing-Based Active Learning for Multi-Label Text Classification. ICASSP 2024: 10551-10555 - Yi Huang, Wei Hu, Junlan Feng:
A Generative Adversarial Framework for Dialogue Generation with Neural Architecture Search. ICASSP 2024: 11761-11765 - Jie Liu, Xue Han, Chao Deng, Junlan Feng:
Robust Self-Supervised Learning with Contrast Samples for Natural Language Understanding. ICASSP 2024: 10076-10080 - Sensen Zhang, Xun Liang, Simin Niu, Junlan Feng, Chen Feng, Mengwei Wang:
Temporal Knowledge Graph Embedding using Householder Transformations. ICASSP 2024: 10106-10110 - Tianmu Sha, Yuemeng Zhang, Qi Li, Zhenyu Zhang, Lin Zhu, Xiaolei Hua, Renkai Yu, Xinwen Fan, Zhe Lei, Junlan Feng, Yong Zhang:
World Model Aided Parameter Adjustment Decision and Evaluation System for Radio Access Network. ICC 2024: 1649-1654 - Peng Jia, Pinghui Wang, Rundong Li, Junzhou Zhao, Junlan Feng, Xidian Wang, Xiaohong Guan:
A Compact and Accurate Sketch for Estimating a Large Range of Set Difference Cardinalities. ICDE 2024: 1338-1351 - Zijian Feng, Hanzhang Zhou, Zixiao Zhu, Junlang Qian, Kezhi Mao:
Unveiling and Manipulating Prompt Influence in Large Language Models. ICLR 2024 - Zixiao Zhu, Junlang Qian, Zijian Feng, Hanzhang Zhou, Kezhi Mao:
EDEntail: An Entailment-based Few-shot Text Classification with Extensional Definition. NAACL-HLT (Findings) 2024: 1124-1137 - Ruizhuo Xu, Ke Wang, Chao Deng, Mei Wang, Xi Chen, Wenhui Huang, Junlan Feng, Weihong Deng:
Depth Map Denoising Network and Lightweight Fusion Network for Enhanced 3D Face Recognition. CoRR abs/2401.00719 (2024) - Yanan Chen, Zihao Cui, Yingying Gao, Junlan Feng, Chao Deng, Shilei Zhang:
Plugin Speech Enhancement: A Universal Speech Enhancement Framework Inspired by Dynamic Neural Network. CoRR abs/2402.12746 (2024) - Ce Chi, Xing Wang, Kexin Yang, Zhiyan Song, Di Jin, Lin Zhu, Chao Deng, Junlan Feng:
InjectTST: A Transformer Method of Injecting Global Information into Independent Channels for Long Time Series Forecasting. CoRR abs/2403.02814 (2024) - Zijian Feng, Hanzhang Zhou, Zixiao Zhu, Junlang Qian, Kezhi Mao:
Unveiling and Manipulating Prompt Influence in Large Language Models. CoRR abs/2405.11891 (2024) - Yucheng Cai, Si Chen, Yi Huang, Junlan Feng, Zhijian Ou:
The 2nd FutureDial Challenge: Dialog Systems with Retrieval Augmented Generation (FutureDial-RAG). CoRR abs/2405.13084 (2024) - Shimao Zhang, Changjiang Gao, Wenhao Zhu, Jiajun Chen, Xin Huang, Xue Han, Junlan Feng, Chao Deng, Shujian Huang:
Large Language Models are Good Spontaneous Multilingual Learners: Is the Multilingual Annotated Data Necessary? CoRR abs/2405.13816 (2024) - Hanzhang Zhou, Zijian Feng, Zixiao Zhu, Junlang Qian, Kezhi Mao:
UniBias: Unveiling and Mitigating LLM Bias through Internal Attention and FFN Manipulation. CoRR abs/2405.20612 (2024) - Yinghao Zhu, Changyu Ren, Zixiang Wang, Xiaochen Zheng, Shiyun Xie, Junlan Feng, Xi Zhu, Zhoujun Li, Liantao Ma, Chengwei Pan:
EMERGE: Integrating RAG for Improved Multimodal EHR Predictive Modeling. CoRR abs/2406.00036 (2024) - Runyan Yang, Huibao Yang, Xiqing Zhang, Tiantian Ye, Ying Liu, Yingying Gao, Shilei Zhang, Chao Deng, Junlan Feng:
PolySpeech: Exploring Unified Multitask Speech Models for Competitiveness with Single-task Models. CoRR abs/2406.07801 (2024) - Yingying Gao, Shilei Zhang, Chao Deng, Junlan Feng:
GenDistiller: Distilling Pre-trained Language Models based on an Autoregressive Generative Model. CoRR abs/2406.09444 (2024) - Zixiao Zhu, Zijian Feng, Hanzhang Zhou, Junlang Qian, Kezhi Mao:
MICL: Improving In-Context Learning through Multiple-Label Words in Demonstration. CoRR abs/2406.10908 (2024) - Yao Shen, Yingying Gao, Yaqian Hao, Chenguang Hu, Fulin Zhang, Junlan Feng, Shilei Zhang:
CEC: A Noisy Label Detection Method for Speaker Recognition. CoRR abs/2406.13268 (2024) - Peng Hu, Sizhe Liu, Changjiang Gao, Xin Huang, Xue Han, Junlan Feng, Chao Deng, Shujian Huang:
Large Language Models Are Cross-Lingual Knowledge-Free Reasoners. CoRR abs/2406.16655 (2024) - Yaqian Hao, Chenguang Hu, Yingying Gao, Shilei Zhang, Junlan Feng:
On Calibration of Speech Classification Models: Insights from Energy-Based Model Investigations. CoRR abs/2406.18065 (2024) - Yaqian Hao, Chenguang Hu, Yingying Gao, Shilei Zhang, Junlan Feng:
Exploring Energy-Based Models for Out-of-Distribution Detection in Dialect Identification. CoRR abs/2406.18067 (2024)
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