Liuyi Yao
12 papers · 2018–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (6) π£ Hot Topic Early Bird π§ Keyword Pioneer π Interdisciplinary Bridge π Academic Marathon (7)
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Renaissance Researcher
(8)
πΊοΈ
Taxonomy Completionist
(32)
π
Conference Polyglot
(6)
π
Grand Slam
π§¬
Topic Evolution
π
Century Club
(11)
ποΈ
Keyword Collector
(51)
Conferences
AAAI (3)
ACL (3)
IJCAI (2)
NIPS (2)
ICLR (1)
ICML (1)
Top co-authors
Keywords
large language model
(3)
causal inference
(3)
observational datum
(2)
treatment effect estimation
(2)
representation learning
(2)
treatment effect
(2)
reinforcement learning
(2)
federated learning
(2)
concept-based explanation
(1)
short-term memory
(1)
certified robustness
(1)
communication efficiency
(1)
functional magnetic resonance imaging
(1)
brain regions
(1)
reward function
(1)
structural equation model
(1)
confidence calibration
(1)
distance metric
(1)
sparse model
(1)
generalization error bound
(1)
Papers
Agentic Memory: Learning Unified Long-Term and Short-Term Memory Management for Large Language Model Agents
ACL 2026
Enhancing Tool Learning in Large Language Models with Hierarchical Error Checklists
ACL 2025
Safety Layers in Aligned Large Language Models: The Key to LLM Security
ICLR 2025
Federated Fine-tuning of Large Language Models under Heterogeneous Tasks and Client Resources
NIPS 2024
When to Trust LLMs: Aligning Confidence with Response Quality
ACL 2024
Efficient Personalized Federated Learning via Sparse Model-Adaptation
ICML 2023
Imbalance-Aware Uplift Modeling for Observational Data
AAAI 2022
Towards Automating Model Explanations with Certified Robustness Guarantees
AAAI 2022
EC-GAN: Inferring Brain Effective Connectivity via Generative Adversarial Networks
AAAI 2020
Deep Metric Learning: The Generalization Analysis and an Adaptive Algorithm
IJCAI 2019
On the Estimation of Treatment Effect with Text Covariates
IJCAI 2019
Representation Learning for Treatment Effect Estimation from Observational Data
NIPS 2018