Peng Shu
9 papers · 2025–2026 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (2) 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (18) 🧭 Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
ACL (5)
AAAI (2)
EMNLP (2)
Top co-authors
Keywords
multi-agent system
(2)
curriculum reinforcement learning
(2)
reinforcement learning
(2)
retrieval-augmented generation
(2)
video understanding
(1)
image editing
(1)
adversarial learning
(1)
sponsored search
(1)
information retrieval
(1)
vision-language model
(1)
zero-shot generalization
(1)
parameter-efficient transfer learning
(1)
fine-grained understanding
(1)
video moderation
(1)
violation detection
(1)
spatial grounding
(1)
real-time system
(1)
group relative policy optimization
(1)
offensive content detection
(1)
semantic consistency
(1)
Papers
Towards Faithful Industrial RAG: A Reinforced Co-adaptation Framework for Advertising QA
ACL 2026
ℛ3: Advertisement Compliance ℛectification via Group-ℛelative Experience Extractor and Curriculum ℛeinforcement
ACL 2026
Search-P1: Path-Centric Reward Shaping for Stable and Efficient Agentic RAG Training
ACL 2026
Beyond Adapter Retrieval: Latent Geometry-Preserving Composition via Sparse Task Projection
AAAI 2026
Multi-Agent VLMs Guided Self-Training with PNU Loss for Low-Resource Offensive Content Detection
AAAI 2026
ARGUS: Policy-Adaptive Ad Governance via Evolving Reinforcement with Adversarial Umpiring
ACL 2026
SSR-A: Spatial- and Semantic-Aware Instructions and Curriculum Reinforcement for Advertisement Compliant Rectification
ACL 2026
RAVEN++: Pinpointing Fine-Grained Violations in Advertisement Videos with Active Reinforcement Reasoning
EMNLP 2025
Real-time Ad Retrieval via LLM-generative Commercial Intention for Sponsored Search Advertising
EMNLP 2025