Yiwei Li
32 papers · 2021–2026 · 9 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
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πΊοΈ Taxonomy Completionist (72) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Dynamic Duo
(24)
β‘
Prolific Year Β· Prolific
π₯
Unstoppable Β· Bronze
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The Questioner
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Century Club Β· Bronze
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Renaissance Researcher
(5)
ποΈ
Keyword Collector
(164)
Top co-authors
Research topics
Machine Learning
(23)
Artificial Intelligence
(22)
Core AI
(21)
Deep Learning
(15)
Natural Language Processing
(14)
Learning Types Β· Machine Learning
(12)
Generation
(11)
Optimization & Theory
(9)
Application Areas
(7)
Core Methods
(7)
Learning Types Β· Deep Learning
(7)
Models
(6)
Computer Vision
(4)
Resources & Methods
(4)
Architectures
(3)
Keywords
large language model
(10)
dialogue generation
(7)
representation learning
(4)
knowledge distillation
(4)
text generation
(3)
chain-of-thought reasoning
(3)
dialogue system
(3)
conditional variational autoencoder
(2)
variational inference
(2)
multi-step reasoning
(2)
self-supervised learning
(2)
medical imaging
(2)
benchmark evaluation
(2)
mathematical reasoning
(2)
latent variable model
(2)
language model alignment
(2)
in-context learning
(2)
model alignment
(2)
response generation
(2)
latent variable
(2)
Papers
LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient
ACL 2026
TTT-UNet: Enhancing U-Net with Test-Time Training Layers for Biomedical Image Segmentation
MIDL 2026
Beyond One-Size-Fits-All: Tailored Benchmarks for Efficient Evaluation
ACL 2025
CogLM: Tracking Cognitive Development of Large Language Models
NAACL 2025
ECHOPulse: ECG Controlled Echocardio-gram Video Generation
ICLR 2025
From Sub-Ability Diagnosis to Human-Aligned Generation: Bridging the Gap for Text Length Control via MarkerGen
ACL 2025
InsBank: Evolving Instruction Subset for Ongoing Alignment
EMNLP 2025
Jailbreaking? One Step Is Enough!
ACL 2025
Make Every Penny Count: Difficulty-Adaptive Self-Consistency for Cost-Efficient Reasoning
NAACL 2025
Revisiting Self-Consistency from Dynamic Distributional Alignment Perspective on Answer Aggregation
ACL 2025
SAMed-2: Selective Memory Enhanced Medical Segment Anything Model
MICCAI 2025
SceneX: Procedural Controllable Large-Scale Scene Generation
AAAI 2025
Speculative Decoding for Multi-Sample Inference
EMNLP 2025
UniCBE: An Uniformity-driven Comparing Based Evaluation Framework with Unified Multi-Objective Optimization
ICLR 2025
BatchEval: Towards Human-like Text Evaluation
ACL 2024
Dynamic Stochastic Decoding Strategy for Open-Domain Dialogue Generation
ACL 2024
Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning
ICLR 2024
Eye-gaze Guided Multi-modal Alignment for Medical Representation Learning
NeurIPS 2024
Focused Large Language Models are Stable Many-Shot Learners
EMNLP 2024
Generative Dense Retrieval: Memory Can Be a Burden
EACL 2024
Instruction Embedding: Latent Representations of Instructions Towards Task Identification
NeurIPS 2024
Integrate the Essence and Eliminate the Dross: Fine-Grained Self-Consistency for Free-Form Language Generation
ACL 2024
Poor-Supervised Evaluation for SuperLLM via Mutual Consistency
ACL 2024
Turning Dust into Gold: Distilling Complex Reasoning Capabilities from LLMs by Leveraging Negative Data
AAAI 2024
Better Correlation and Robustness: A Distribution-Balanced Self-Supervised Learning Framework for Automatic Dialogue Evaluation
NeurIPS 2023
Heterogeneous-Branch Collaborative Learning for Dialogue Generation
AAAI 2023
NewsDialogues: Towards Proactive News Grounded Conversation
ACL 2023
Towards Diverse, Relevant and Coherent Open-Domain Dialogue Generation via Hybrid Latent Variables
AAAI 2023
Towards Fewer Hallucinations in Knowledge-Grounded Dialogue Generation via Augmentative and Contrastive Knowledge-Dialogue
ACL 2023
Diversifying Neural Dialogue Generation via Negative Distillation
NAACL 2022
Modeling Complex Dialogue Mappings via Sentence Semantic Segmentation Guided Conditional Variational Auto-Encoder
EMNLP 2022
Generating Relevant and Coherent Dialogue Responses using Self-Separated Conditional Variational AutoEncoders
ACL 2021