Boyuan Pan
23 papers · 2017–2026 · 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
Jump to papers ↓+6 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (53) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
π§¬
Topic Evolution
π€
Dynamic Duo
(17)
π
Grand Slam
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(110)
Top co-authors
Research topics
Machine Learning
(19)
Artificial Intelligence
(16)
Core AI
(15)
Natural Language Processing
(12)
Optimization & Theory Β· Machine Learning
(10)
Deep Learning
(9)
Generation
(8)
Learning Types Β· Machine Learning
(8)
Application Areas
(6)
Core Methods
(6)
Learning Types Β· Deep Learning
(6)
Applications
(4)
Resources & Methods
(4)
Models
(2)
Optimization & Theory Β· Deep Learning
(2)
Keywords
large language model
(9)
text generation
(4)
representation learning
(3)
chain-of-thought reasoning
(3)
mathematical reasoning
(2)
attention mechanism
(2)
reinforcement learning
(2)
variational inference
(2)
model alignment
(2)
knowledge distillation
(2)
multi-step reasoning
(2)
benchmark evaluation
(2)
language model alignment
(2)
knowledge transfer
(1)
bayesian inference
(1)
preference learning
(1)
image restoration
(1)
coreset selection
(1)
bayesian matrix factorization
(1)
question answering
(1)
Papers
LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient
ACL 2026
Beyond One-Size-Fits-All: Tailored Benchmarks for Efficient Evaluation
ACL 2025
CogLM: Tracking Cognitive Development of Large Language Models
NAACL 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
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
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
Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning
ICLR 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
Adversarial Mutual Information for Text Generation
ICML 2020
T3: Tree-Autoencoder Constrained Adversarial Text Generation for Targeted Attack
EMNLP 2020
Reinforced Dynamic Reasoning for Conversational Question Generation
ACL 2019
Discourse Marker Augmented Network with Reinforcement Learning for Natural Language Inference
ACL 2018
MacNet: Transferring Knowledge from Machine Comprehension to Sequence-to-Sequence Models
NeurIPS 2018
Robust Asymmetric Bayesian Adaptive Matrix Factorization
IJCAI 2017