Yu Lu
39 papers · 2016–2026 · 11 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π£ Hot Topic Early Bird π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12) π Conference Polyglot (11)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Interdisciplinary Bridge
ποΈ
Keyword Collector
(200)
β‘
Prolific Year
(7)
π
Conference Pioneer
π
Century Club
(37)
π₯
Unstoppable
(7)
β
The Questioner
Conferences
ACL (11)
AAAI (9)
EMNLP (5)
CVPR (3)
ACML (2)
ICML (2)
IJCNLP (2)
NIPS (2)
ECCV (1)
IJCAI (1)
JMLR (1)
Top co-authors
Research topics
Keywords
large language model
(6)
neural machine translation
(5)
attention mechanism
(3)
ai education
(3)
k-12 education
(2)
cross-lingual transfer
(2)
mask perturbation
(2)
knowledge graph
(2)
supervised fine-tuning
(2)
client heterogeneity
(2)
preference optimization
(2)
domain adaptation
(2)
knowledge distillation
(2)
machine translation
(2)
semantic alignment
(2)
sentiment analysis
(1)
ensemble learning
(1)
contrastive learning
(1)
domain generalization
(1)
image classification
(1)
Papers
Why Supervised Fine-Tuning Fails to Learn: A Systematic Study of Incomplete Learning in Large Language Models
ACL 2026
Parameter Importance is Not Static: Evolving Parameter Isolation for Supervised Fine-Tuning
ACL 2026
NOVA: An Iterative Planning Framework for Enhancing Scientific Innovation with Large Language Models
ACL 2025
Domain Generalized Medical Landmark Detection via Robust Boundary-Aware Pre-Training
AAAI 2025
Extended LSTMs for Knowledge Tracing: Peeking Inside the Black Box (Student Abstract)
AAAI 2025
LLMs + Persona-Plug = Personalized LLMs
ACL 2025
HarmonySet: A Comprehensive Dataset for Understanding Video-Music Semantic Alignment and Temporal Synchronization
CVPR 2025
Do Large Language Models Truly Grasp Addition? A Rule-Focused Diagnostic Using Two-Integer Arithmetic
EMNLP 2025
EnAnchored-X2X: English-Anchored Optimization for Many-to-Many Translation
EMNLP 2025
Retaining Key Information under High Compression Ratios: Query-Guided Compressor for LLMs
ACL 2024
G-DIG: Towards Gradient-based DIverse and hiGh-quality Instruction Data Selection for Machine Translation
ACL 2024
Automated Multi-level Preference for MLLMs
NIPS 2024
FreeLong: Training-Free Long Video Generation with SpectralBlend Temporal Attention
NIPS 2024
Understanding the Therapeutic Relationship between Counselors and Clients in Online Text-based Counseling using LLMs
EMNLP 2024
ActiveDC: Distribution Calibration for Active Finetuning
CVPR 2024
Model AI Assignments 2024
AAAI 2024
Take a Closer Look at Multilinguality! Improve Multilingual Pre-Training Using Monolingual Corpora Only
EMNLP 2023
Develop AI Teaching and Learning Resources for Compulsory Education in China
AAAI 2023
AUGUST: an Automatic Generation Understudy for Synthesizing Conversational Recommendation Datasets
ACL 2023
Paving the Way for Novices: How to Teach AI for K-12 Education in China
AAAI 2022
Learning Confidence for Transformer-based Neural Machine Translation
ACL 2022
Asynchronous Personalized Federated Learning with
Irregular Clients
ACML 2022
CRIS: CLIP-Driven Referring Image Segmentation
CVPR 2022
Norm-based Noisy Corpora Filtering and Refurbishing in Neural Machine Translation
EMNLP 2022
PFedAtt: Attention-based Personalized Federated Learning on Heterogeneous Clients
ACML 2021
RevCore: Review-Augmented Conversational Recommendation
IJCNLP 2021
RevCore: Review-Augmented Conversational Recommendation
ACL 2021
Attention Calibration for Transformer in Neural Machine Translation
ACL 2021
An Intelligent Assistant for Problem Behavior Management
AAAI 2021
Attention Calibration for Transformer in Neural Machine Translation
IJCNLP 2021
RadarMath: An Intelligent Tutoring System for Math Education
AAAI 2021
GINet: Graph Interaction Network for Scene Parsing
ECCV 2020
Object Instance Mining for Weakly Supervised Object Detection
AAAI 2020
CASIAβs System for IWSLT 2020 Open Domain Translation
ACL 2020
Ensemble Machine Learning for Estimating Fetal Weight at Varying Gestational Age
AAAI 2019
Provably Optimal Algorithms for Generalized Linear Contextual Bandits
ICML 2017
Optimal Estimation and Completion of Matrices with Biclustering Structures
JMLR 2016
An Intelligent System for Taxi Service Monitoring, Analytics and Visualization
IJCAI 2016
Exact Exponent in Optimal Rates for Crowdsourcing
ICML 2016