Hongyu Li

23 papers · 2019–2026 · 9 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (6) 🐝 Cross-Pollinator (10) 🗺️ Taxonomy Completionist (51) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (9) 🏃 Academic Marathon (6) 🧬 Topic Evolution 🗃️ Keyword Collector (108) 🚀 Conference Pioneer 📈 Trend Setter 💎 Century Club (20) 🔥 Unstoppable (7) ⚡ Prolific Year (8)

Conferences

ACL (7) AAAI (5) EMNLP (3) CVPR (2) SEMEVAL (2) AACL (1) ICLR (1) IJCNLP (1) RSS (1)

Top co-authors

Jing Liu (5) Yongwei Zhang (5) Hua Wu (5) Yuming Zhang (5) Haifeng Wang (5) Si Liu (5) Bin Dong (5) Shanshan Jiang (5) Shaofei Huang (3) Tianrui Hui (3)

Keywords

large language model (5) machine reading comprehension (4) text classification (3) chinese dataset (3) named entity recognition (3) bert model (3) knowledge retrieval (2) question answering (2) real-world application (2) food hazard detection (2) external knowledge (2) label classification (2) contextual representation (2) video understanding (2) multimodal learning (2) robustness evaluation (2) attention mechanism (2) chain-of-thought reasoning (1) information extraction (1) natural language processing (1)

Papers

Time-Frequency Token Advantage Clipping for Training Efficient Large Reasoning Model AAAI 2026

AerialVLA: A Vision-Language-Action Model for Aerial Navigation with Online Dialogue AAAI 2026

Shadows in the Code: Exploring the Risks and Defenses of LLM-based Multi-Agent Software Development Systems AAAI 2026

LLaVA-ST: A Multimodal Large Language Model for Fine-Grained Spatial-Temporal Understanding CVPR 2025

Unleashing the Temporal-Spatial Reasoning Capacity of GPT for Training-Free Audio and Language Referenced Video Object Segmentation AAAI 2025

LSSF: Safety Alignment for Large Language Models through Low-Rank Safety Subspace Fusion ACL 2025

SRCB at SemEval-2025 Task 9: LLM Finetuning Approach based on External Attention Mechanism in The Food Hazard Detection ACL 2025

Revisiting Audio-Visual Segmentation with Vision-Centric Transformer CVPR 2025

Point Cluster: A Compact Message Unit for Communication-Efficient Collaborative Perception ICLR 2025

V-HOP: Visuo-Haptic 6D Object Pose Tracking RSS 2025

SRCB at SemEval-2025 Task 9: LLM Finetuning Approach based on External Attention Mechanism in The Food Hazard Detection SEMEVAL 2025

Revisiting Catastrophic Forgetting in Large Language Model Tuning EMNLP 2024

SRCB at #SMM4H 2024: Making Full Use of LLM-based Data Augmentation in Adverse Drug Event Extraction and Normalization ACL 2024

SRCB at SemEval-2023 Task 2: A System of Complex Named Entity Recognition with External Knowledge ACL 2023

Dual Mutual Information Constraints for Discriminative Clustering AAAI 2023

SRCB at SemEval-2023 Task 2: A System of Complex Named Entity Recognition with External Knowledge SEMEVAL 2023

DuReadervis: A Chinese Dataset for Open-domain Document Visual Question Answering ACL 2022

DuReader-Retrieval: A Large-scale Chinese Benchmark for Passage Retrieval from Web Search Engine EMNLP 2022

DuReader_robust: A Chinese Dataset Towards Evaluating Robustness and Generalization of Machine Reading Comprehension in Real-World Applications IJCNLP 2021

DuReader_robust: A Chinese Dataset Towards Evaluating Robustness and Generalization of Machine Reading Comprehension in Real-World Applications ACL 2021

Developing a How-to Tip Machine Comprehension Dataset and its Evaluation in Machine Comprehension by BERT ACL 2020

MRC Examples Answerable by BERT without a Question Are Less Effective in MRC Model Training AACL 2020

D-NET: A Pre-Training and Fine-Tuning Framework for Improving the Generalization of Machine Reading Comprehension EMNLP 2019