Wentao Shi
8 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(22)
Venues
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(5)
Core AI
(5)
Learning Types · Machine Learning
(5)
Optimization & Theory
(5)
Deep Learning
(2)
Natural Language Processing
(2)
Application Areas
(2)
Learning Types · Deep Learning
(2)
Resources & Methods
(2)
Mathematics & Optimization
(1)
Core Methods
(1)
Optimization
(1)
Keywords
large language model
(6)
direct preference optimization
(2)
contrastive learning
(2)
self-supervised learning
(1)
knowledge distillation
(1)
preference optimization
(1)
mutual information
(1)
label shift
(1)
listwise ranking
(1)
pareto optimality
(1)
monte carlo tree search
(1)
distributionally robust optimization
(1)
language model
(1)
recommendation system
(1)
jailbreak attack
(1)
multi-turn dialogue
(1)
selection bia
(1)
data synthesis
(1)
invariant representation
(1)
process reward
(1)
Papers
Efficient Multi-Agent System Training with Data Influence-Oriented Tree Search
ACL 2026
TROJail: Trajectory-Level Optimization for Multi-Turn Large Language Model Jailbreaks with Process Rewards
ACL 2026
K-order Ranking Preference Optimization for Large Language Models
ACL 2025
Leveraging Unpaired Feedback for Long-Term LLM-based Recommendation Tuning
EMNLP 2025
Self-Improvement Towards Pareto Optimality: Mitigating Preference Conflicts in Multi-Objective Alignment
ACL 2025
Direct Multi-Turn Preference Optimization for Language Agents
EMNLP 2024
Discriminative-Invariant Representation Learning for Unbiased Recommendation
IJCAI 2023
Understanding Contrastive Learning via Distributionally Robust Optimization
NeurIPS 2023