Lixin Zou
13 papers · 2021–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (7) πΊοΈ Taxonomy Completionist (25) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (6)
π
Cross-Pollinator
(14)
ποΈ
Keyword Collector
(54)
π
Century Club
(13)
β‘
Prolific Year
(9)
Conferences
ACL (4)
COLING (3)
IJCAI (3)
EMNLP (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
large language model
(3)
domain adaptation
(1)
fraud detection
(1)
hyperparameter optimization
(1)
data augmentation
(1)
information extraction
(1)
preference optimization
(1)
multimodal learning
(1)
neural architecture search
(1)
flow matching
(1)
gaussian process regression
(1)
learning to rank
(1)
model-based reinforcement learning
(1)
monte carlo tree search
(1)
text classification
(1)
memory retrieval
(1)
generative model
(1)
diffusion model
(1)
memory efficiency
(1)
sample efficiency
(1)
Papers
DANCE: Resource-Efficient Neural Architecture Search with Data-Aware and Continuous Adaptation
IJCAI 2025
Mitigating Language Confusion through Inference-time Intervention
COLING 2025
META-LORA: Memory-Efficient Sample Reweighting for Fine-Tuning Large Language Models
COLING 2025
CharacterCraft: Bridging the Literature-Reality Dialogue Gap for Practical Role-Playing Agents
EMNLP 2025
Flow Matching Based Sequential Recommender Model
IJCAI 2025
Weak-to-Strong Honesty Alignment via Learning-to-Rank Supervision
ACL 2025
AIGuard: A Benchmark and Lightweight Detection for E-commerce AIGC Risks
ACL 2025
Token-level Preference Self-Alignment Optimization for Multi-style Outline Controllable Generation
ACL 2025
CHIFRAUD: A Long-term Web Text Dataset for Chinese Fraud Detection
COLING 2025
Efficient Sparse Attention needs Adaptive Token Release
ACL 2024
Graph Neural Stochastic Diffusion for Estimating Uncertainty in Node Classification
ICML 2024
A Large Scale Search Dataset for Unbiased Learning to Rank
NIPS 2022
Data-Efficient Reinforcement Learning for Malaria Control
IJCAI 2021