← Authors

Wei He

47 papers · 2005–2026 · 15 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (6) 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (59) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (8) 🌍 Conference Polyglot (14) πŸƒ Academic Marathon (20) 🀝 Dynamic Duo (11) πŸ‘₯ Mega-Team (21) 🧬 Topic Evolution πŸ’Ž Century Club (46) ⚑ Prolific Year (12) πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (149) πŸ”₯ Unstoppable (12)

Conferences

ACL (11) EMNLP (5) IJCNLP (4) NAACL (4) CVPR (3) ECCV (3) IJCAI (3) COLING (2) ICLR (2) ICML (2) NIPS (2) SEMEVAL (2) WACV (2) EACL (1) ICCV (1)

Top co-authors

Hua Wu (11) Haifeng Wang (10) Qi Zhang (8) Tao Gui (8) Xuanjing Huang (8) Ting Liu (7) Zhiheng Xi (6) Yiwen Ding (6) Naoto Yokoya (5) Yunhe Wang (4)

Keywords

large language model (8) question answering (4) multimodal learning (3) image ranking (3) image restoration (2) semantic analysis (2) neural network (2) contrastive learning (2) vision-language model (2) idiomatic expression (2) machine reading comprehension (2) chain-of-thought reasoning (2) semantic segmentation (2) semantic representation (2) convolutional neural network (2) subspace learning (1) unsupervised pretraining (1) domain adaptation (1) reinforcement learning (1) representation learning (1)

Papers

MWE-2026 Shared Task: AdMIRe 2 Advancing Multimodal Idiomaticity Representation EACL 2026
Wavelength- and Depth-Aware Deep Image Prior for Blind Hyperspectral Imagery Deblurring with Coarse Depth Guidance WACV 2025
Distill Visual Chart Reasoning Ability from LLMs to MLLMs EMNLP 2025
SemEval-2025 Task 1: AdMIRe - Advancing Multimodal Idiomaticity Representation SEMEVAL 2025
Mitigating Tail Narrowing in LLM Self-Improvement via Socratic-Guided Sampling NAACL 2025
DenseSSM: State Space Models with Dense Hidden Connection for Efficient Large Language Models NAACL 2025
CFinBench: A Comprehensive Chinese Financial Benchmark for Large Language Models NAACL 2025
LangTime: A Language-Guided Unified Model for Time Series Forecasting with Proximal Policy Optimization ICML 2025
Exploring a Principled Framework for Deep Subspace Clustering ICLR 2025
AgentGym: Evaluating and Training Large Language Model-based Agents across Diverse Environments ACL 2025
Better Process Supervision with Bi-directional Rewarding Signals ACL 2025
MP-HSIR: A Multi-Prompt Framework for Universal Hyperspectral Image Restoration ICCV 2025
SemEval-2025 Task 1: AdMIRe - Advancing Multimodal Idiomaticity Representation ACL 2025
LONGAGENT: Achieving Question Answering for 128k-Token-Long Documents through Multi-Agent Collaboration EMNLP 2024
Enhancing Idiomatic Representation in Multiple Languages via an Adaptive Contrastive Triplet Loss ACL 2024
Trustworthiness and Self-awareness in Large Language Models: An Exploration through the Think-Solve-Verify Framework COLING 2024
Learning without Exact Guidance: Updating Large-scale High-resolution Land Cover Maps from Low-resolution Historical Labels CVPR 2024
LongHeads: Multi-Head Attention is Secretly a Long Context Processor EMNLP 2024
Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning ICML 2024
Self-Demos: Eliciting Out-of-Demonstration Generalizability in Large Language Models NAACL 2024
Species196: A One-Million Semi-supervised Dataset for Fine-grained Species Recognition NIPS 2023
Gold-YOLO: Efficient Object Detector via Gather-and-Distribute Mechanism NIPS 2023
Spectrum-Aware and Transferable Architecture Search for Hyperspectral Image Restoration ECCV 2022
Enhancing Sequential Recommendation with Graph Contrastive Learning IJCAI 2022
BMD: A General Class-Balanced Multicentric Dynamic Prototype Strategy for Source-Free Domain Adaptation ECCV 2022
CAP: Context-Aware Pruning for Semantic Segmentation WACV 2021
Guided Deep Decoder: Unsupervised Image Pair Fusion ECCV 2020
Non-Local Meets Global: An Integrated Paradigm for Hyperspectral Denoising CVPR 2019
Guaranteed Matrix Completion Under Multiple Linear Transformations CVPR 2019
Multi-Passage Machine Reading Comprehension with Cross-Passage Answer Verification ACL 2018
Answer-focused and Position-aware Neural Question Generation EMNLP 2018
DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world Applications ACL 2018
A New Method of Region Embedding for Text Classification ICLR 2018
Adaptive Hypergraph Learning for Unsupervised Feature Selection IJCAI 2017
Semi-Supervised Learning for Neural Machine Translation ACL 2016
Agreement-Based Joint Training for Bidirectional Attention-Based Neural Machine Translation IJCAI 2016
Chinese Poetry Generation with Planning based Neural Network COLING 2016
Minimum Risk Training for Neural Machine Translation ACL 2016
Multi-Task Learning for Multiple Language Translation ACL 2015
Multi-Task Learning for Multiple Language Translation IJCNLP 2015
Improve Statistical Machine Translation with Context-Sensitive Bilingual Semantic Embedding Model EMNLP 2014
Improve SMT Quality with Automatically Extracted Paraphrase Rules ACL 2012
Enriching SMT Training Data via Paraphrasing IJCNLP 2011
HIT-CIR: An Unsupervised WSD System Based on Domain Most Frequent Sense Estimation SEMEVAL 2010
Dependency Based Chinese Sentence Realization ACL 2009
Dependency Based Chinese Sentence Realization IJCNLP 2009
Automated Generalization of Phrasal Paraphrases from the Web IJCNLP 2005