Yongkang Liu
17 papers · 2018–2026 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+8 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (40) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π§¬
Topic Evolution
π€
Dynamic Duo
(12)
β‘
Prolific Year Β· Productive
π₯
Unstoppable Β· Bronze
β
The Questioner
(2)
π
Century Club Β· Bronze
π
Renaissance Researcher
(8)
ποΈ
Keyword Collector
(87)
Top co-authors
Research topics
Machine Learning
(9)
Artificial Intelligence
(8)
Deep Learning
(7)
Core AI
(7)
Application Areas
(5)
Natural Language Processing
(4)
Architectures
(4)
Generation
(4)
Computer Vision
(3)
Learning Types Β· Deep Learning
(3)
Learning Types Β· Machine Learning
(3)
Optimization & Theory Β· Deep Learning
(3)
Domain-Specific
(2)
Learning Paradigms
(2)
Optimization & Theory Β· Machine Learning
(2)
Keywords
parameter-efficient fine-tuning
(3)
full-parameter fine-tuning
(2)
response selection
(2)
state space model
(2)
dialogue generation
(2)
autonomous driving
(2)
dialogue system
(2)
variational inference
(1)
benchmark evaluation
(1)
zero-shot learning
(1)
data augmentation
(1)
cross-lingual transfer
(1)
multilingual nlp
(1)
response generation
(1)
attention mechanism
(1)
sample efficiency
(1)
adversarial training
(1)
self-supervised learning
(1)
bird's eye view
(1)
code generation
(1)
Papers
Look Within or Beyond? A Theoretical Comparison Between Parameter-Efficient and Full Fine-Tuning
ACL 2026
SAD: A Large-Scale Strategic Argumentative Dialogue Dataset
ACL 2026
SAFE-QAQ: End-to-End Slow-Thinking Audio-Text Fraud Detection via Reinforcement Learning
ACL 2026
Why Do More Experts Fail? A Theoretical Analysis of Model Merging
ACL 2026
DASR: Distributed Adaptive Scene Recognition - A Multi-Agent Cloud-Edge Framework for Language-Guided Scene Detection
EMNLP 2025
MamBEV: Enabling State Space Models to Learn Birds-Eye-View Representations
ICLR 2025
MUSE: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles
ACL 2025
Pixel-Level Reasoning Segmentation via Multi-turn Conversations
ACL 2025
SolEval: Benchmarking Large Language Models for Repository-level Solidity Smart Contract Generation
EMNLP 2025
SSMLoRA: Enhancing Low-Rank Adaptation with State Space Model
NAACL 2025
HiFT: A Hierarchical Full Parameter Fine-Tuning Strategy
EMNLP 2024
Continual Vision-based Reinforcement Learning with Group Symmetries
CoRL 2023
PVGRU: Generating Diverse and Relevant Dialogue Responses via Pseudo-Variational Mechanism
ACL 2023
DialogConv: A Lightweight Fully Convolutional Network for Multi-view Response Selection
EMNLP 2022
MulZDG: Multilingual Code-Switching Framework for Zero-shot Dialogue Generation
COLING 2022
A Graph Reasoning Network for Multi-turn Response Selection via Customized Pre-training
AAAI 2021
Neural Relation Classification with Text Descriptions
COLING 2018