Yupeng Hou
8 papers · 2024–2026 · 5 venues · across top CS/AI venues
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Taxonomy Completionist
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Artificial Intelligence
(5)
Machine Learning
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Core AI
(5)
Data Science & Analytics
(2)
Deep Learning
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Natural Language Processing
(2)
Applications · Data Science & Analytics
(2)
Core Methods
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Resources & Methods
(2)
Mathematics & Optimization
(1)
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(1)
Applications · Natural Language Processing
(1)
Optimization
(1)
Keywords
large language model
(5)
instruction tuning
(2)
generative recommendation
(2)
knowledge distillation
(1)
machine translation
(1)
preference alignment
(1)
data augmentation
(1)
prompt engineering
(1)
autoregressive generation
(1)
graph generation
(1)
model alignment
(1)
multi-objective optimization
(1)
sequential recommendation
(1)
action sequence
(1)
role-playing agent
(1)
graph reasoning
(1)
reasoning evaluation
(1)
prompt alignment
(1)
pareto front
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product search
(1)
Papers
Bridging Language and Items for Retrieval and Recommendation: Benchmarking LLMs as Semantic Encoders
ACL 2026
Deriving Character Logic from Storyline as Codified Decision Trees
ACL 2026
Inductive Generative Recommendation via Retrieval-based Speculation
AAAI 2026
ActionPiece: Contextually Tokenizing Action Sequences for Generative Recommendation
ICML 2025
Findings of the WMT25 Multilingual Instruction Shared Task: Persistent Hurdles in Reasoning, Generation, and Evaluation
EMNLP 2025
Mosaic-IT: Cost-Free Compositional Data Synthesis for Instruction Tuning
ACL 2025
Unlocking Decoding-time Controllability: Gradient-Free Multi-Objective Alignment with Contrastive Prompts
NAACL 2025
InstructGraph: Boosting Large Language Models via Graph-centric Instruction Tuning and Preference Alignment
ACL 2024