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Trajectory Volatility for Out-of-Distribution Detection in Mathematical Reasoning Conference paper
Yiming Wang, Pei Zhang, Baosong Yang, Derek F. Wong, Zhuosheng Zhang, Rui Wang. Trajectory Volatility for Out-of-Distribution Detection in Mathematical Reasoning[C], 2024.
Authors:  Yiming Wang;  Pei Zhang;  Baosong Yang;  Derek F. Wong;  Zhuosheng Zhang; et al.
Favorite |  | Submit date：2024/09/26
SelectIT: Selective Instruction Tuning for LLMs via Uncertainty-Aware Self-Reflection Conference paper
Liangxin Liu, Xuebo Liu, Derek F. Wong, Dongfang Li, Ziyi Wang, Baotian Hu, Min Zhang. SelectIT: Selective Instruction Tuning for LLMs via Uncertainty-Aware Self-Reflection[C], 2024.
Authors:  Liangxin Liu;  Xuebo Liu;  Derek F. Wong;  Dongfang Li;  Ziyi Wang; et al.
Favorite |  | Submit date：2024/09/26
DetectEval: Benchmarking LLM-Generated Text Detection in Real-World Scenarios Conference paper
Junchao Wu, Runzhe Zhan, Derek F. Wong, Shu Yang, Xinyi Yang, Yulin Yuan, Lidia S. Chao. DetectEval: Benchmarking LLM-Generated Text Detection in Real-World Scenarios[C], 2024.
Authors:  Junchao Wu;  Runzhe Zhan;  Derek F. Wong;  Shu Yang;  Xinyi Yang; et al.
Favorite |  | Submit date：2024/09/26
Benchmarking LLMs via Uncertainty Quantification Conference paper
Fanghua Ye, Mingming Yang, Jianhui Pang, Longyue Wang, Derek F. Wong, Emine Yilmaz, Shuming Shi, Zhaopeng Tu. Benchmarking LLMs via Uncertainty Quantification[C], 2024.
Authors:  Fanghua Ye;  Mingming Yang;  Jianhui Pang;  Longyue Wang;  Derek F. Wong; et al.
Favorite |  | Submit date：2024/09/26
Revisiting Few-Shot Object Detection with Vision-Language Models Conference paper
Madan, Anish, Peri, Neehar, KONG, SHU, Ramanan, Deva. Revisiting Few-Shot Object Detection with Vision-Language Models[C], 2024.
Authors:  Madan, Anish;  Peri, Neehar;  KONG, SHU;  Ramanan, Deva
Adobe PDF | Favorite |  | Submit date：2024/11/17
Team-wise effective communication in multi-agent reinforcement learning Journal article
Yang, Ming, Zhao, Kaiyan, Wang, Yiming, Dong, Renzhi, Du, Yali, Liu, Furui, Zhou, Mingliang, U, Leong Hou. Team-wise effective communication in multi-agent reinforcement learning[J]. Autonomous Agents and Multi-Agent Systems, 2024, 38(2), 36.
Authors:  Yang, Ming;  Zhao, Kaiyan;  Wang, Yiming;  Dong, Renzhi;  Du, Yali; et al.
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:2.0/2.1 | Submit date：2024/08/05
Communication  Competition  Cooperation  Multi-agent System  Reinforcement Learning  
Efficient physical image attacks using adversarial fast autoaugmentation methods Journal article
Du, Xia, Pun, Chi Man, Zhou, Jizhe. Efficient physical image attacks using adversarial fast autoaugmentation methods[J]. Knowledge-Based Systems, 2024, 304, 112576.
Authors:  Du, Xia;  Pun, Chi Man;  Zhou, Jizhe
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.2/7.4 | Submit date：2024/11/05
Adversarial Robust Attacks  Autoaugmentation  Computer Vision  Ensemble Method  
Privacy-preserving intelligent fault diagnostics for wind turbine clusters using federated stacked capsule autoencoder Journal article
Chen, Hao, Wang, Xian Bo, Yang, Zhi Xin, Li, Jia ming. Privacy-preserving intelligent fault diagnostics for wind turbine clusters using federated stacked capsule autoencoder[J]. Expert Systems with Applications, 2024, 254, 124256.
Authors:  Chen, Hao;  Wang, Xian Bo;  Yang, Zhi Xin;  Li, Jia ming
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:7.5/7.6 | Submit date：2024/07/04
Federated Learning  Intelligent Fault Diagnosis  Stacked Capsule Autoencoder  Wind Turbine  
Transfer Learning-Assisted Porous Polymer Humidity Sensor for Powered Air-Purifying Mask Journal article
Wang, Yue, Qi, Xinkai, Chen, Lu, Cheng, Yongchao, Mu, Zhefu, Gu, Xiuquan, Li, Shiyin, Song, Yunfeng, He, Xinjian, Huang, Sheng. Transfer Learning-Assisted Porous Polymer Humidity Sensor for Powered Air-Purifying Mask[J]. Advanced Intelligent Systems, 2024, 2400537.
Authors:  Wang, Yue;  Qi, Xinkai;  Chen, Lu;  Cheng, Yongchao;  Mu, Zhefu; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/11/05
Humidity Sensors  Intelligent Regulations  Masks  Powered Air-purifying  
Redundancy-free and load-balanced TGNN training with hierarchical pipeline parallelism Journal article
Xia, Yaqi, Zhang, Zheng, Yang, Donglin, Hu, Chuang, Zhou, Xiaobo, Chen, Hongyang, Sang, Qianlong, Cheng, Dazhao. Redundancy-free and load-balanced TGNN training with hierarchical pipeline parallelism[J]. IEEE Transactions on Parallel and Distributed Systems, 2024, 35(11), 1904-1919.
Authors:  Xia, Yaqi;  Zhang, Zheng;  Yang, Donglin;  Hu, Chuang;  Zhou, Xiaobo; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.6/4.5 | Submit date：2024/08/05
Communication Balance  Distributed Training  Dynamic Gnn  Pipeline Parallelism  Redundancy-free