Feng, Junlan
- A Comprehensive Survey on Long Context Language Modeling
2025/03/20 by Jiaheng Liu, Dawei Zhu, Liu, Jiaheng +70 · 50 citations
Computer Science · #Big Data and Digital Economy #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
- Dynamic Perceiver for Efficient Visual Recognition
2023/06/20 by Yizeng Han, Han, Yizeng, Dongchen Han +17 · 7 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Visual Attention and Saliency Detection
- Large Language Models Are Cross-Lingual Knowledge-Free Reasoners
2024/06/24 by Peng Hu, Sizhe Liu, Hu, Peng +13 · 9 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- SafeDialBench: A Fine-Grained Safety Evaluation Benchmark for Large Language Models in Multi-Turn Dialogues with Diverse Jailbreak Attacks
2025/02/16 by Hongye Cao, Cao, Hongye, Sijia Jing +30 · 12 citations
Health Professions · Psychology · Computer Science · #Interpreting and Communication in Healthcare #Deception detection and forensic psychology #Topic Modeling
- Federated Learning over Coupled Graphs
2023/01/26 by Runze Lei, Lei, Runze, Pinghui Wang +15 · 4 citations
Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Getting More from Less: Large Language Models are Good Spontaneous Multilingual Learners
2024/05/22 by Shimao Zhang, Zhang, Shimao, Changjiang Gao +15 · 5 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- Investigating and Scaling up Code-Switching for Multilingual Language Model Pre-Training
2025/04/02 by Wang, Zhijun, Li, Jiahuan, Zhou, Hao +7 · 9 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning
2020/09/17 by Yichi Zhang, Zhang, Yichi, Zhijian Ou +5 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Generalized Intent Discovery: Learning from Open World Dialogue System
2022/09/13 by Yutao Mou, Mou, Yutao, Keqing He +15 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- MoE-LPR: Multilingual Extension of Large Language Models through Mixture-of-Experts with Language Priors Routing
2024/08/21 by Hao Zhou, Zhou, Hao, Zhijun Wang +15 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- Knowledge-Retrieval Task-Oriented Dialog Systems with Semi-Supervision
2023/05/22 by Cai, Yucheng, Liu, Hong, Ou, Zhijian +2 · 4 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Collaborative Word-based Pre-trained Item Representation for Transferable Recommendation
2023/11/17 by Yang, Shenghao, Wang, Chenyang, Liu, Yankai +7 · 2 citations
#FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition
2024/12/15 by Yulin Wang, Wang, Yulin, Haoji Zhang +11 · 4 citations
Computer Science · Engineering · #Advanced Vision and Imaging #Advanced Image and Video Retrieval Techniques #Robotics and Sensor-Based Localization
- Adaptive Multi-receptive Field Spatial-Temporal Graph Convolutional Network for Traffic Forecasting
2021/11/01 by Xing Wang, Juan Zhao, Wang, Xing +13 · 1 citation
Engineering · Physics and Astronomy · Social Sciences · #Artificial Intelligence (cs.AI) #Complex Network Analysis Techniques #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques
- Network Topology Optimization via Deep Reinforcement Learning
2022/04/19 by Zhuoran Li, Li, Zhuoran, Xing Wang +13 · 1 citation
Computer Science · Engineering · #Software-Defined Networks and 5G #Advanced Optical Network Technologies #Advanced Photonic Communication Systems
- A Generative User Simulator with GPT-based Architecture and Goal State Tracking for Reinforced Multi-Domain Dialog Systems
2022/10/17 by Hong Liu, Yucheng Cai, Liu, Hong +7 · 1 citation
Computer Science · #AI in Service Interactions #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech and dialogue systems #Topic Modeling
- MPPN: Multi-Resolution Periodic Pattern Network For Long-Term Time Series Forecasting
2023/06/12 by Xing Wang, Wang, Xing, Zhendong Wang +11 · 1 citation
Computer Science · Decision Sciences · Environmental Science · #FOS: Computer and information sciences #Hydrological Forecasting Using AI #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
- Adaptive Hybrid Spatial-Temporal Graph Neural Network for Cellular Traffic Prediction
2023/02/28 by Wang, Xing, Yang, Kexin, Wang, Zhendong +4 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI)
- VE-KWS: Visual Modality Enhanced End-to-End Keyword Spotting
2023/02/27 by Ao Zhang, He Wang, Zhang, Ao +13 · 1 citation
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- MFSN: Multi-perspective Fusion Search Network For Pre-training Knowledge in Speech Emotion Recognition
2023/06/12 by Haiyang Sun, Sun, Haiyang, Fulin Zhang +7 · 1 citation
Computer Science · Psychology · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Emotion and Mood Recognition #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and dialogue systems #electronic engineering #information engineering
- Harnessing Diverse Perspectives: A Multi-Agent Framework for Enhanced Error Detection in Knowledge Graphs
2025/01/27 by Yu Li, Yi Huang, Li, Yu +16 · 2 citations
Computer Science · Engineering · #AI-based Problem Solving and Planning #Fault Detection and Control Systems #Rough Sets and Fuzzy Logic
- Depth Map Denoising Network and Lightweight Fusion Network for Enhanced 3D Face Recognition
2024/01/01 by Ruizhuo Xu, Xu, Ruizhuo, Ke Wang +13 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis #Video Surveillance and Tracking Methods
- Advancing Semi-Supervised Task Oriented Dialog Systems by JSA Learning of Discrete Latent Variable Models
2022/07/25 by Yucheng Cai, Cai, Yucheng, Hong Liu +7 · 1 citation
Computer Science · #Speech and dialogue systems #Topic Modeling #Advanced Text Analysis Techniques
- Predicting Parameter Change's Effect on Cellular Network Time Series
2024/08/28 by Li, Mingjie, Sun, Yongqian, Hua, Xiaolei +5 · 1 citation
#FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI)
- JT-Math: A Multi-Stage Framework for Advanced Mathematical Reasoning in Large Language Models
2025/07/26 by Yifan Hao, Hao, Yifan, Feng-lei Chao +14 · 2 citations
Computer Science · Materials Science · #Topic Modeling #Multimodal Machine Learning Applications #Machine Learning in Materials Science
- A Challenge on Semi-Supervised and Reinforced Task-Oriented Dialog Systems
2022/07/06 by Ou, Zhijian, Feng, Junlan, Li, Juanzi +5 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- InjectTST: A Transformer Method of Injecting Global Information into Independent Channels for Long Time Series Forecasting
2024/03/05 by Ce Chi, Chi, Ce, Xing Wang +13 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
- Fine-grained Recognition with Learnable Semantic Data Augmentation
2023/09/01 by Yifan Pu, Yizeng Han, Pu, Yifan +9 · 1 citation
Computer Science · #AI in cancer detection #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- Resource Consumption Red-Teaming for Large Vision-Language Models
2025/07/24 by Gao, Haoran, Zhang, Yuanhe, Zhou, Zhenhong +7 · 1 citation
#Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- Palette of Language Models: A Solver for Controlled Text Generation
2025/03/14 by Yang, Zhe, Huang, Yi, Chen, Yaqin +3 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- On Calibration of Speech Classification Models: Insights from Energy-Based Model Investigations
2024/06/26 by Yaqian Hao, Hao, Yaqian, Chenguang Hu +7 · 1 citation
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
- Information Extraction and Human-Robot Dialogue towards Real-life Tasks: A Baseline Study with the MobileCS Dataset
2022/09/27 by Hong Liu, Hao Peng, Liu, Hong +9 · 1 citation
Computer Science · #Speech and dialogue systems #Topic Modeling #Natural Language Processing Techniques
- Cognitive Alpha Mining via LLM-Driven Code-Based Evolution
2025/11/24 by Liu, Fengyuan, Yi, Huang, Luo, Sichun +6 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- PolySpeech: Exploring Unified Multitask Speech Models for Competitiveness with Single-task Models
2024/06/12 by Runyan Yang, Huibao Yang, Yang, Runyan +15 · 3 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech and dialogue systems #electronic engineering #information engineering
- Reconsidering Overthinking: Penalizing Internal and External Redundancy in CoT Reasoning
2025/08/04 by Hong, Jialiang, Zhen, Taihang, Kai Chen +21 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- DisCo-Speech: Controllable Zero-Shot Speech Generation with A Disentangled Speech Codec
2025/12/15 by Li, Tao, Ge, Wenshuo, Wang, Zhichao +6 · 1 citation
#FOS: Computer and information sciences #Sound (cs.SD)
- From Superficial to Deep: Integrating External Knowledge for Follow-up Question Generation Using Knowledge Graph and LLM
2025/04/08 by Liu, Jianyu, Huang, Yi, Bi, Sheng +2 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- ReDDiT: Rehashing Noise for Discrete Visual Generation
2025/05/26 by Tingting Ma, Xiaosong Zhang, Ma, Tianren +7 · 2 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation #Music Technology and Sound Studies