← Authors

Kun Qian

48 papers · 2017–2026 · 14 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (11) 🧭 Keyword Pioneer 🌍 Conference Polyglot (14) πŸƒ Academic Marathon (8) 🐝 Cross-Pollinator (4) 🌈 Renaissance Researcher (12) 🧬 Topic Evolution πŸ‘₯ Mega-Team (49) 🀝 Dynamic Duo (15) πŸš€ Conference Pioneer πŸ’Ž Century Club (47) πŸ—ƒοΈ Keyword Collector (247) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (9) ⚑ Prolific Year (6)

Conferences

EMNLP (7) INTERSPEECH (7) AAAI (6) NSDI (6) ACL (4) NAACL (4) AACL (3) CVPR (3) EACL (2) IJCNLP (2) COLING (1) ICLR (1) NIPS (1) OSDI (1)

Top co-authors

Zhou Yu (15) Yunyao Li (10) Bjorn W. Schuller (4) Ennan Zhai (4) Yoshiharu Yamamoto (4) BjΓΆrn Schuller (3) Lucian Popa (3) Jianguo Zhang (3) Weiyan Shi (3) Caiming Xiong (3)

Research topics

Applications (1) Education (1)

Keywords

dialog system (6) active learning (5) transfer learning (4) entity resolution (3) reinforcement learning (3) few-shot learning (3) knowledge base (3) end-to-end learning (2) domain adaptation (2) task-oriented dialog (2) speech analysis (2) task-oriented dialogue (2) evaluation framework (2) multimodal fusion (2) response generation (2) knowledge distillation (2) conversational ai (2) prompt engineering (2) policy learning (2) recurrent neural network (2)

Papers

Bridging the Modality Reliability Gap in Drug-Target Interaction Prediction via a Confidence-aware Multimodal Fusion Framework AAAI 2026
Mitigating Scalability Walls of RDMA-based Container Networks NSDI 2025
Evolution of Aegis: Fault Diagnosis for AI Model Training Service in Production NSDI 2025
SimAI: Unifying Architecture Design and Performance Tuning for Large-Scale Large Language Model Training with Scalability and Precision NSDI 2025
Evaluation and Incident Prevention in an Enterprise AI Assistant AAAI 2025
Bottom-Up Synthesis of Knowledge-Grounded Task-Oriented Dialogues with Iteratively Self-Refined Prompts NAACL 2025
Radio Frequency Ray Tracing with Neural Object Representation for Enhanced RF Modeling CVPR 2025
Bridging the Data Provenance Gap Across Text, Speech, and Video ICLR 2025
E-ODN: An Emotion Open Deep Network for Generalised and Adaptive Speech Emotion Recognition INTERSPEECH 2024
Time Sensitive Knowledge Editing through Efficient Finetuning ACL 2024
DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI EACL 2024
DECOR: Improving Coherence in L2 English Writing with a Novel Benchmark for Incoherence Detection, Reasoning, and Rewriting EMNLP 2024
VarBench: Robust Language Model Benchmarking Through Dynamic Variable Perturbation EMNLP 2024
Study Selectively: An Adaptive Knowledge Distillation based on a Voting Network for Heart Sound Classification INTERSPEECH 2024
Consent in Crisis: The Rapid Decline of the AI Data Commons NIPS 2024
APE: Active Learning-based Tooling for Finding Informative Few-shot Examples for LLM-based Entity Matching NAACL 2024
Evaluation and Continual Improvement for an Enterprise AI Assistant NAACL 2024
Burstable Cloud Block Storage with Data Processing Units OSDI 2024
Learning a Better Initialization for Soft Prompts via Meta-Learning AACL 2023
Learning a Better Initialization for Soft Prompts via Meta-Learning IJCNLP 2023
FLEEK: Factual Error Detection and Correction with Evidence Retrieved from External Knowledge EMNLP 2023
Stabilized In-Context Learning with Pre-trained Language Models for Few Shot Dialogue State Tracking EACL 2023
SLNet: A Spectrogram Learning Neural Network for Deep Wireless Sensing NSDI 2023
KRLS: Improving End-to-End Response Generation in Task Oriented Dialog with Reinforced Keywords Learning EMNLP 2023
Database Search Results Disambiguation for Task-Oriented Dialog Systems NAACL 2022
Improving Human Annotation Effectiveness for Fact Collection by Identifying the Most Relevant Answers EMNLP 2022
Memformer: A Memory-Augmented Transformer for Sequence Modeling AACL 2022
Robust Multimodal Vehicle Detection in Foggy Weather Using Complementary Lidar and Radar Signals CVPR 2021
A Student-Teacher Architecture for Dialog Domain Adaptation Under the Meta-Learning Setting AAAI 2021
AIRCODE: Hidden Screen-Camera Communication on an Invisible and Inaudible Dual Channel NSDI 2021
An Early Study on Intelligent Analysis of Speech Under COVID-19: Severity, Sleep Quality, Fatigue, and Anxiety INTERSPEECH 2020
Learning Structured Representations of Entity Names using Active Learning and Weak Supervision EMNLP 2020
Learning Higher Representations from Pre-Trained Deep Models with Data Augmentation for the COMPARE 2020 Challenge Mask Task INTERSPEECH 2020
Re-architecting Congestion Management in Lossless Ethernet NSDI 2020
Adabot: Fault-Tolerant Java Decompiler (Student Abstract) AAAI 2020
End-to-End Trainable Non-Collaborative Dialog System AAAI 2020
Answering Complex Questions by Combining Information from Curated and Extracted Knowledge Bases ACL 2020
A Survey of the State of Explainable AI for Natural Language Processing AACL 2020
Social-STGCNN: A Social Spatio-Temporal Graph Convolutional Neural Network for Human Trajectory Prediction CVPR 2020
Domain Adaptive Dialog Generation via Meta Learning ACL 2019
Low-resource Deep Entity Resolution with Transfer and Active Learning ACL 2019
How to Build User Simulators to Train RL-based Dialog Systems IJCNLP 2019
How to Build User Simulators to Train RL-based Dialog Systems EMNLP 2019
Knowledge Refinement via Rule Selection AAAI 2019
Exploiting Structure in Representation of Named Entities using Active Learning COLING 2018
The INTERSPEECH 2018 Computational Paralinguistics Challenge: Atypical & Self-Assessed Affect, Crying & Heart Beats INTERSPEECH 2018
Evolving Learning for Analysing Mood-Related Infant Vocalisation INTERSPEECH 2018
The INTERSPEECH 2017 Computational Paralinguistics Challenge: Addressee, Cold & Snoring INTERSPEECH 2017