Boyuan Pan
23 papers · 2017–2026 · 9 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (8) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (9) π Cross-Pollinator (8)
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Taxonomy Completionist
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Interdisciplinary Bridge
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Topic Evolution
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Dynamic Duo
(16)
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Grand Slam
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Prolific Year
(8)
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Century Club
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Keyword Collector
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Conferences
ACL (9)
EMNLP (4)
ICLR (2)
NAACL (2)
NIPS (2)
AAAI (1)
EACL (1)
ICML (1)
IJCAI (1)
Top co-authors
Keywords
large language model
(9)
text generation
(4)
representation learning
(3)
attention mechanism
(2)
benchmark evaluation
(2)
knowledge distillation
(2)
chain-of-thought reasoning
(2)
reinforcement learning
(2)
language model alignment
(2)
variational inference
(2)
mathematical reasoning
(2)
knowledge transfer
(1)
bayesian inference
(1)
image restoration
(1)
coreset selection
(1)
neural machine translation
(1)
bayesian matrix factorization
(1)
question answering
(1)
in-context learning
(1)
natural language inference
(1)
Papers
LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient
ACL 2026
Revisiting Self-Consistency from Dynamic Distributional Alignment Perspective on Answer Aggregation
ACL 2025
CogLM: Tracking Cognitive Development of Large Language Models
NAACL 2025
UniCBE: An Uniformity-driven Comparing Based Evaluation Framework with Unified Multi-Objective Optimization
ICLR 2025
Make Every Penny Count: Difficulty-Adaptive Self-Consistency for Cost-Efficient Reasoning
NAACL 2025
InsBank: Evolving Instruction Subset for Ongoing Alignment
EMNLP 2025
Speculative Decoding for Multi-Sample Inference
EMNLP 2025
From Sub-Ability Diagnosis to Human-Aligned Generation: Bridging the Gap for Text Length Control via MarkerGen
ACL 2025
Beyond One-Size-Fits-All: Tailored Benchmarks for Efficient Evaluation
ACL 2025
Generative Dense Retrieval: Memory Can Be a Burden
EACL 2024
Instruction Embedding: Latent Representations of Instructions Towards Task Identification
NIPS 2024
Turning Dust into Gold: Distilling Complex Reasoning Capabilities from LLMs by Leveraging Negative Data
AAAI 2024
Integrate the Essence and Eliminate the Dross: Fine-Grained Self-Consistency for Free-Form Language Generation
ACL 2024
BatchEval: Towards Human-like Text Evaluation
ACL 2024
Poor-Supervised Evaluation for SuperLLM via Mutual Consistency
ACL 2024
Focused Large Language Models are Stable Many-Shot Learners
EMNLP 2024
Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning
ICLR 2024
T3: Tree-Autoencoder Constrained Adversarial Text Generation for Targeted Attack
EMNLP 2020
Adversarial Mutual Information for Text Generation
ICML 2020
Reinforced Dynamic Reasoning for Conversational Question Generation
ACL 2019
MacNet: Transferring Knowledge from Machine Comprehension to Sequence-to-Sequence Models
NIPS 2018
Discourse Marker Augmented Network with Reinforcement Learning for Natural Language Inference
ACL 2018
Robust Asymmetric Bayesian Adaptive Matrix Factorization
IJCAI 2017