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Sheng Guo

26 papers · 2010–2026 · 10 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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+5 more ↓ 🌍 Conference Polyglot Β· Gold πŸŒ‰ Interdisciplinary Bridge Β· Bronze πŸ—ΊοΈ Taxonomy Completionist (56) πŸƒ Academic Marathon Β· Full 🐣 Hot Topic Early Bird
πŸš€ Conference Pioneer πŸ”₯ Unstoppable Β· Bronze ⚑ Prolific Year Β· Productive πŸ’Ž Century Club Β· Bronze πŸ—ƒοΈ Keyword Collector (124)

Venues

AAAI (6) CVPR (5) ACL (3) ICCV (3) ICLR (3) ECCV (2) COLING (1) EMNLP (1) ICML (1) NAACL (1)

Top co-authors

Limin Wang (8) Weilin Huang (8) Bo Zheng (6) Matthew R. Scott (5) Yujie Zhong (4) Yuke Zhu (4) Zihua Xiong (3) Lirong Gao (2) Zelu Deng (2) Junbo Zhao (2)

Research topics

Machine Learning (19) Deep Learning (13) Computer Vision (11) Learning Types Β· Machine Learning (10) Artificial Intelligence (9) Core AI (7) Analysis (6) Application Areas (6) Core Methods (6) Learning Types Β· Deep Learning (6) Processing (5) Architectures (4) Optimization & Theory (4) Natural Language Processing (3) Models (3)

Keywords

contrastive learning (4) object detection (3) self-supervised learning (3) large language model (3) action recognition (3) curriculum learning (2) video understanding (2) query-based detection (2) adaptive sampling (2) representation learning (2) video representation learning (2) neural network (2) attention mechanism (2) style transfer (1) label propagation (1) reinforcement learning (1) policy optimization (1) network architecture (1) unsupervised learning (1) few-shot learning (1)

Papers

Learning from the Irrecoverable: Error-Localized Policy Optimization for Tool-Integrated LLM Reasoning ACL 2026 Towards Interpretable Tabular Reasoning: Enhancing LLM Reasoning on Tabular Data with Pre-Constructed Logic Graph ACL 2026 Trimming the Fat: Redundancy-Aware Acceleration Framework for DGNNs AAAI 2026 Enhancing Document Understanding with Group Position Embedding: A Novel Approach to Incorporate Layout Information ICLR 2025 LeTS: Learning to Think-and-Search via Process-and-Outcome Reward Hybridization EMNLP 2025 MobileViCLIP: An Efficient Video-Text Model for Mobile Devices ICCV 2025 OmniKV: Dynamic Context Selection for Efficient Long-Context LLMs ICLR 2025 Mind the Boundary: Coreset Selection via Reconstructing the Decision Boundary ICML 2024 CoMAE: Single Model Hybrid Pre-training on Small-Scale RGB-D Datasets AAAI 2023 Efficient Training of Large-Scale Industrial Fault Diagnostic Models through Federated Opportunistic Block Dropout AAAI 2023 Learning 3D-Aware Image Synthesis With Unknown Pose Distribution CVPR 2023 PDPP:Projected Diffusion for Procedure Planning in Instructional Videos CVPR 2023 StageInteractor: Query-based Object Detector with Cross-stage Interaction ICCV 2023 AdaMixer: A Fast-Converging Query-Based Object Detector CVPR 2022 Cross-Architecture Self-Supervised Video Representation Learning CVPR 2022 InsCLR: Improving Instance Retrieval with Self-Supervision AAAI 2022 RGL: A Simple yet Effective Relation Graph Augmented Prompt-based Tuning Approach for Few-Shot Learning NAACL 2022 Unchain the Search Space with Hierarchical Differentiable Architecture Search AAAI 2021 Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer ACL 2020 Knowledge Integration Networks for Action Recognition AAAI 2020 Representation Sharing for Fast Object Detector Search and Beyond ECCV 2020 V4D: 4D Convolutional Neural Networks for Video-level Representation Learning ICLR 2020 Wavelet Integrated CNNs for Noise-Robust Image Classification CVPR 2020 Label-PEnet: Sequential Label Propagation and Enhancement Networks for Weakly Supervised Instance Segmentation ICCV 2019 CurriculumNet: Weakly Supervised Learning from Large-Scale Web Images ECCV 2018 Finding the Storyteller: Automatic Spoiler Tagging using Linguistic Cues COLING 2010