Liangcai Su
Scholar

Liangcai Su

Google Scholar ID: h11w7y4AAAAJ
The University of Hong Kong, Tsinghua University
Data MiningLarge Language ModelsDeep Research Agents
Citations & Impact
All-time
Citations
468
 
H-index
9
 
i10-index
8
 
Publications
20
 
Co-authors
12
list available
Resume (English only)
Academic Achievements
  • [{'Paper': 'Tongyi-DeepResearch', 'PublishedIn': 'Arxiv 2025'}, {'Paper': 'Scaling Agents via Continual Pre-training', 'PublishedIn': 'Arxiv 2025'}, {'Paper': 'Towards General Agentic Intelligence via Environment Scaling', 'PublishedIn': 'Arxiv 2025'}, {'Paper': 'R1-Fuzz: Specializing Language Models for Textual Fuzzing via Reinforcement Learning', 'PublishedIn': 'Arxiv 2025'}, {'Paper': "ImportSnare: Directed 'Code Manual' Hijacking in Retrieval-Augmented Code Generation", 'PublishedIn': 'ACM CCS 2025'}, {'Paper': 'How Far Are We from True Unlearnability?', 'PublishedIn': 'ICLR 2025'}, {'Paper': 'STEM: Unleashing the Power of Embeddings for Multi-task Recommendation', 'PublishedIn': 'AAAI 2024'}, {'Paper': 'ERASE: Error-Resilient Representation Learning on Graphs for Label Noise Tolerance', 'PublishedIn': 'CIKM 2024'}, {'Paper': 'Invisibility Cloak: Proactive Defense Against Visual Game Cheating', 'PublishedIn': 'USENIX Security 2024'}, {'Paper': 'A Survey of Generative Techniques for Spatial-Temporal Data Mining', 'PublishedIn': 'Preprint'}, {'Paper': 'Multi-interest Learning for Multi-modal Paper Recommendation', 'PublishedIn': 'ICASSP 2024'}, {'Paper': 'Beyond Two-Tower Matching: Learning Sparse Retrievable Interaction Models for Recommendation', 'PublishedIn': 'SIGIR 2023'}, {'Paper': 'FinalMLP: An Enhanced Two-Stream MLP Model for CTR Prediction', 'PublishedIn': 'AAAI 2023'}, {'Paper': 'BARS: Towards Open Benchmarking for Recommender Systems', 'PublishedIn': 'SIGIR 2022'}]
Background
  • Research interests include data mining and deep research agent. Currently a Ph.D. student at The University of Hong Kong, and a founding member of the Deep Research Team at Tongyi Lab.