Peiju Liu

4 papers · 2022–2025 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

ACL (1) COLING (1) ICCV (1) ICLR (1)

Top co-authors

Xipeng Qiu (4) Yunhua Zhou (3) Yu-Gang Jiang (1) Tianxiang Sun (1) XiaoPeng Yu (1) Zuxuan Wu (1) Jun Zhan (1) Zhaoye Fei (1) Yuxin Wang (1) Yuan Li (1)

Research topics

Machine Learning (3) Application Areas (2) Artificial Intelligence (1) Deep Learning (1) Natural Language Processing (1) Applications (1) Core AI (1) Core Methods (1) Learning Types (1) Optimization & Theory (1) Techniques (1)

Keywords

intent classification (2) out-of-domain detection (2) confidence calibration (1) nearest neighbor (1) model pruning (1) novelty detection (1) k-nearest neighbor (1) scaling law (1) embodied agent (1) robotics manipulation (1) subnetwork extraction (1) vision-language-action model (1) dialogue system (1) semantic feature (1) continual training (1) mixture proportion (1) data mixing (1) pretraining data (1) language-conditioned task (1) long-horizon reasoning (1)

Papers

Data Mixing Laws: Optimizing Data Mixtures by Predicting Language Modeling Performance ICLR 2025 VLABench: A Large-Scale Benchmark for Language-Conditioned Robotics Manipulation with Long-Horizon Reasoning Tasks ICCV 2025 The Open-World Lottery Ticket Hypothesis for OOD Intent Classification COLING 2024 KNN-Contrastive Learning for Out-of-Domain Intent Classification ACL 2022