Linyang Li
32 papers · 2020–2026 · 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.
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Research topics
Machine Learning
(24)
Artificial Intelligence
(22)
Core AI
(22)
Learning Types Β· Machine Learning
(17)
Natural Language Processing
(16)
Deep Learning
(14)
Learning Types Β· Deep Learning
(8)
Applications
(7)
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(6)
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Generation
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Optimization & Theory
(6)
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(4)
Models
(3)
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(3)
Keywords
large language model
(10)
text classification
(5)
contrastive learning
(3)
adversarial attack
(3)
adversarial learning
(3)
adversarial robustness
(3)
word substitution
(2)
reinforcement learning
(2)
dialogue system
(2)
task-oriented dialogue
(2)
pre-trained language model
(2)
natural language processing
(2)
language model training
(2)
text generation
(2)
information retrieval
(2)
code generation
(2)
model robustness
(2)
masked language model
(2)
data synthesis
(2)
style transfer
(1)
Papers
A Survey of Inductive Reasoning for Large Language Models
ACL 2026
Timely Machine: Awareness of Time Makes Test-Time Scaling Agentic
ACL 2026
Case2Code: Scalable Synthetic Data for Code Generation
COLING 2025
FastMCTS: A Simple Sampling Strategy for Data Synthesis
ACL 2025
LongSafety: Enhance Safety for Long-Context LLMs
ACL 2025
UnitCoder: Scalable Code Synthesis from Pre-training Corpora
EMNLP 2025
AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling
ACL 2024
Balanced Data Sampling for Language Model Training with Clustering
ACL 2024
Can AI Assistants Know What They Donβt Know?
ICML 2024
InferAligner: Inference-Time Alignment for Harmlessness through Cross-Model Guidance
EMNLP 2024
LLatrieval: LLM-Verified Retrieval for Verifiable Generation
NAACL 2024
Turn Waste into Worth: Rectifying Top-k Router of MoE
EMNLP 2024
Unified Active Retrieval for Retrieval Augmented Generation
EMNLP 2024
Character-LLM: A Trainable Agent for Role-Playing
EMNLP 2023
Improving Contrastive Learning of Sentence Embeddings from AI Feedback
ACL 2023
Mitigating Negative Style Transfer in Hybrid Dialogue System
AAAI 2023
Multijugate Dual Learning for Low-Resource Task-Oriented Dialogue System
ACL 2023
PerturbScore: Connecting Discrete and Continuous Perturbations in NLP
EMNLP 2023
SeqXGPT: Sentence-Level AI-Generated Text Detection
EMNLP 2023
Text Adversarial Purification as Defense against Adversarial Attacks
ACL 2023
Watermarking LLMs with Weight Quantization
EMNLP 2023
Is MultiWOZ a Solved Task? An Interactive TOD Evaluation Framework with User Simulator
EMNLP 2022
βIs Whole Word Masking Always Better for Chinese BERT?β: Probing on Chinese Grammatical Error Correction
ACL 2022
Template-free Prompt Tuning for Few-shot NER
NAACL 2022
Towards Adversarially Robust Text Classifiers by Learning to Reweight Clean Examples
ACL 2022
Weight Perturbation as Defense against Adversarial Word Substitutions
EMNLP 2022
Backdoor Attacks on Pre-trained Models by Layerwise Weight Poisoning
EMNLP 2021
COOKIE: Contrastive Cross-Modal Knowledge Sharing Pre-Training for Vision-Language Representation
ICCV 2021
Searching for an Effective Defender: Benchmarking Defense against Adversarial Word Substitution
EMNLP 2021
SENT: Sentence-level Distant Relation Extraction via Negative Training
ACL 2021
Token-Aware Virtual Adversarial Training in Natural Language Understanding
AAAI 2021
BERT-ATTACK: Adversarial Attack Against BERT Using BERT
EMNLP 2020