Shuochen Liu
6 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(18)
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Research topics
Keywords
reinforcement learning
(3)
policy optimization
(1)
question answering
(1)
chain-of-thought reasoning
(1)
multimodal learning
(1)
instruction following
(1)
document retrieval
(1)
prompt learning
(1)
parameter-efficient fine-tuning
(1)
vision-language model
(1)
supervised fine-tuning
(1)
agent security
(1)
feed-forward network
(1)
chain-of-thought prompting
(1)
context awareness
(1)
prompt injection
(1)
group relative policy optimization
(1)
large language model
(1)
handwritten mathematical expression recognition
(1)
document-level analysis
(1)
Papers
From Pixel to Precision: Enhancing Handwritten Mathematical Expression Recognition with Image-Level Reward
CVPR 2026
Learning How and What to Memorize: Cognition-Inspired Two-Stage Optimization for Evolving Memory
ACL 2026
Look as You Think: Unifying Reasoning and Visual Evidence Attribution for Verifiable Document RAG via Reinforcement Learning
AAAI 2026
VIGIL: Defending LLM Agents Against Tool-Stream Injection via Verify-Before-Commit
ACL 2026
Think Wider, Detect Sharper: Reinforced Reference Coverage for Document-Level Self-Contradiction Detection
EMNLP 2025
FastMem: Fast Memorization of Prompt Improves Context Awareness of Large Language Models
EMNLP 2024