Ru Li

38 papers · 2010–2026 · 7 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (14) 🌍 Conference Polyglot (7) 🏃 Academic Marathon (15) 🌈 Renaissance Researcher (8) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (70) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏆 Keyword Champion (6) 🧬 Topic Evolution 🤝 Dynamic Duo (13) 💎 Century Club (36) 🔥 Unstoppable (6) 🗃️ Keyword Collector (168) ❓ The Questioner ⚡ Prolific Year (8)

Conferences

ACL (11) EMNLP (8) AAAI (7) COLING (6) IJCNLP (3) ICCV (2) IJCAI (1)

Top co-authors

Xiaoli Li (13) Hongye Tan (13) Hu Zhang (10) Xiaoqi Han (7) Jeff Z. Pan (7) Yong Guan (6) Qinghua Chai (6) Shaoru Guo (6) Yujie Wang (5) Jiye Liang (5)

Keywords

knowledge graph (7) frame semantics (6) large language model (4) representation learning (3) heterogeneous graph (2) frame identification (2) fact retrieval (2) contrastive learning (2) machine reading comprehension (2) multi-view learning (2) knowledge representation (2) multi-hop reasoning (2) entity typing (2) embedding learning (2) 3d reconstruction (2) attention mechanism (2) causal inference (2) knowledge editing (2) semantic analysis (2) pre-trained language model (2)

Papers

Learning to Generate and Extract: A Multi-Agent Collaboration Framework for Zero-Shot Document-Level Event Arguments Extraction AAAI 2026

Uncovering and Mitigating Transient Blindness in Multimodal Model Editing AAAI 2026

Multi-view Consistent 3D Panoptic Scene Understanding AAAI 2025

Diff-Shadow: Global-guided Diffusion Model for Shadow Removal AAAI 2025

Enhancing Event Causality Identification with LLM Knowledge and Concept-Level Event Relations COLING 2025

Path-Adaptive Matting for Efficient Inference Under Various Computational Cost Constraints AAAI 2025

Mitigating Shortcut Learning via Smart Data Augmentation based on Large Language Model COLING 2025

LOG: A Local-to-Global Optimization Approach for Retrieval-based Explainable Multi-Hop Question Answering COLING 2025

Dynamic Energy-Based Contrastive Learning with Multi-Stage Knowledge Verification for Event Causality Identification EMNLP 2025

Memorization ≠ Understanding: Do Large Language Models Have the Ability of Scenario Cognition? EMNLP 2025

NutFrame: Frame-based Conceptual Structure Induction with LLMs COLING 2024

Knowledge-Aware Neuron Interpretation for Scene Classification AAAI 2024

Hyperspherical Multi-Prototype with Optimal Transport for Event Argument Extraction ACL 2024

AGR: Reinforced Causal Agent-Guided Self-explaining Rationalization ACL 2024

FRVA: Fact-Retrieval and Verification Augmented Entailment Tree Generation for Explainable Question Answering ACL 2024

InstructEd: Soft-Instruction Tuning for Model Editing with Hops ACL 2024

SpectralNeRF: Physically Based Spectral Rendering with Neural Radiance Field AAAI 2024

Inference Helps PLMs’ Conceptual Understanding: Improving the Abstract Inference Ability with Hierarchical Conceptual Entailment Graphs EMNLP 2024

Trigger-Argument based Explanation for Event Detection ACL 2023

EventOA: An Event Ontology Alignment Benchmark Based on FrameNet and Wikidata ACL 2023

Multi-view Contrastive Learning for Entity Typing over Knowledge Graphs EMNLP 2023

Improving Sequential Model Editing with Fact Retrieval EMNLP 2023

SIRA-PCR: Sim-to-Real Adaptation for 3D Point Cloud Registration ICCV 2023

MEFLUT: Unsupervised 1D Lookup Tables for Multi-exposure Image Fusion ICCV 2023

Dynamic Heterogeneous-Graph Reasoning with Language Models and Knowledge Representation Learning for Commonsense Question Answering ACL 2023

Type-aware Embeddings for Multi-Hop Reasoning over Knowledge Graphs IJCAI 2022

Transformer-based Entity Typing in Knowledge Graphs EMNLP 2022

GCRC: A New Challenging MRC Dataset from Gaokao Chinese for Explainable Evaluation ACL 2021

A Knowledge-Guided Framework for Frame Identification ACL 2021

A Knowledge-Guided Framework for Frame Identification IJCNLP 2021

GCRC: A New Challenging MRC Dataset from Gaokao Chinese for Explainable Evaluation IJCNLP 2021

Integrating Semantic Scenario and Word Relations for Abstractive Sentence Summarization EMNLP 2021

Frame Semantic-Enhanced Sentence Modeling for Sentence-level Extractive Text Summarization EMNLP 2021

A Frame-based Sentence Representation for Machine Reading Comprehension ACL 2020

Incorporating Syntax and Frame Semantics in Neural Network for Machine Reading Comprehension COLING 2020

Implicit Role Linking on Chinese Discourse: Exploiting Explicit Roles and Frame-to-Frame Relations ACL 2015

Implicit Role Linking on Chinese Discourse: Exploiting Explicit Roles and Frame-to-Frame Relations IJCNLP 2015

Chinese Frame Identification using T-CRF Model COLING 2010