Kun Qian
48 papers · 2017–2026 · 14 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+12 more ↓ Show less ↑
π Conference Polyglot (14) π§ Keyword Pioneer π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11) π Academic Marathon (8)
π
Academic Marathon
(8)
π
Cross-Pollinator
(4)
π
Renaissance Researcher
(12)
π§¬
Topic Evolution
π₯
Mega-Team
(49)
π€
Dynamic Duo
(15)
π
Conference Pioneer
π
Century Club
(47)
ποΈ
Keyword Collector
(247)
π
Trend Setter
π₯
Unstoppable
(9)
β‘
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
Research topics
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