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Yulei Niu

25 papers · 2015–2025 · 11 conferences · across top CS/AI conferences

Achievements

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+10 more ↓ 🌈 Renaissance Researcher (7) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (11) πŸƒ Academic Marathon (10) πŸ—ΊοΈ Taxonomy Completionist (56)
πŸ—ΊοΈ Taxonomy Completionist (56) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🧬 Topic Evolution 🀝 Dynamic Duo (11) 🌱 Topic Pioneer ⚑ Prolific Year (5) πŸ”₯ Unstoppable (8) πŸ’Ž Century Club (25) πŸ—ƒοΈ Keyword Collector (105)

Conferences

CVPR (7) AAAI (3) EMNLP (3) ACL (2) ECCV (2) ICLR (2) NIPS (2) ICCV (1) IJCAI (1) IJCNLP (1) WACV (1)

Top co-authors

Hanwang Zhang (11) Long Chen (6) Shih-fu Chang (6) Ji-Rong Wen (4) Zhiwu Lu (4) Xudong Lin (4) Hao Zhang (3) Guangxing Han (3) Beier Zhu (3) Xian-Sheng Hua (3)

Keywords

causal inference (5) knowledge distillation (4) multimodal learning (3) out-of-distribution generalization (3) few-shot learning (2) zero-shot learning (2) semantic alignment (2) video understanding (2) visual grounding (2) scene graph generation (2) transfer learning (2) visual question answering (2) weakly supervised learning (2) temporal reasoning (2) natural language inference (2) visual dialog (2) cross-lingual transfer (2) question answering (2) dependency parsing (2) spurious correlation (2)

Papers

DiffLM: Controllable Synthetic Data Generation via Diffusion Language Models ACL 2025 RAP: Retrieval-Augmented Planner for Adaptive Procedure Planning in Instructional Videos ECCV 2024 Beyond Grounding: Extracting Fine-Grained Event Hierarchies across Modalities AAAI 2024 SCHEMA: State CHangEs MAtter for Procedure Planning in Instructional Videos ICLR 2024 Unveiling Narrative Reasoning Limits of Large Language Models with Trope in Movie Synopses EMNLP 2024 DiGeo: Discriminative Geometry-Aware Learning for Generalized Few-Shot Object Detection CVPR 2023 Debiased Fine-Tuning for Vision-Language Models by Prompt Regularization AAAI 2023 Prompt-aligned Gradient for Prompt Tuning ICCV 2023 Explicit Image Caption Editing ECCV 2022 Cross-Domain Empirical Risk Minimization for Unbiased Long-Tailed Classification AAAI 2022 Interventional Training for Out-Of-Distribution Natural Language Understanding EMNLP 2022 Respecting Transfer Gap in Knowledge Distillation NIPS 2022 Classification-Then-Grounding: Reformulating Video Scene Graphs As Temporal Bipartite Graphs CVPR 2022 Weakly-Supervised Temporal Article Grounding EMNLP 2022 On Non-Random Missing Labels in Semi-Supervised Learning ICLR 2022 Domain-Adaptive Few-Shot Learning WACV 2021 COSY: COunterfactual SYntax for Cross-Lingual Understanding ACL 2021 Counterfactual VQA: A Cause-Effect Look at Language Bias CVPR 2021 COSY: COunterfactual SYntax for Cross-Lingual Understanding IJCNLP 2021 Introspective Distillation for Robust Question Answering NIPS 2021 Two Causal Principles for Improving Visual Dialog CVPR 2020 Unbiased Scene Graph Generation From Biased Training CVPR 2020 Recursive Visual Attention in Visual Dialog CVPR 2019 Grounding Referring Expressions in Images by Variational Context CVPR 2018 Weakly Supervised Matrix Factorization for Noisily Tagged Image Parsing IJCAI 2015