Yongliang Shen

44 papers · 2020–2026 · 10 conferences · across top CS/AI conferences

Achievements

🏃 Academic Marathon (5) 🌈 Renaissance Researcher (7) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (12) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (13) 🌍 Conference Polyglot (9) 🤝 Dynamic Duo (39) 🧬 Topic Evolution 🏆 Keyword Champion (2) ⚡ Prolific Year (7) 🗃️ Keyword Collector (214) 🔥 Unstoppable (6) 💎 Century Club (41)

Conferences

ACL (14) EMNLP (12) IJCAI (5) NAACL (4) AAAI (3) NIPS (2) ECCV (1) ICCV (1) IJCNLP (1) SEMEVAL (1)

Top co-authors

Weiming Lu (42) Wenqi Zhang (20) Zeqi Tan (15) Yueting Zhuang (15) Guiyang Hou (7) Xinyin Ma (6) Yanna Ma (4) Jun Wang (4) Kaitao Song (4) Xu Tan (4)

Research topics

Keywords

large language model (12) named entity recognition (10) contrastive learning (4) agent system (3) span classification (3) nested entity (3) few-shot learning (3) reinforcement learning (3) knowledge distillation (3) knowledge base (3) entity extraction (3) theory of mind (3) boundary regression (2) sentiment analysis (2) prompt learning (2) set prediction (2) self-supervised learning (2) mathematical reasoning (2) data-free distillation (2) autonomous agent (2)

Papers

Test-Time Reinforcement Learning for GUI Grounding via Region Consistency AAAI 2026

GUI-G²: Gaussian Reward Modeling for GUI Grounding AAAI 2026

Reality vs Counterfactual: Multi-World Contrastive Reinforcement Learning for Enhancing MLLM’s Theory of Mind in Egocentric Videos AAAI 2026

Logic: Long-form Outline Generation via Imitative and Critical Self-refinement EMNLP 2025

AskToAct: Enhancing LLMs Tool Use via Self-Correcting Clarification EMNLP 2025

STaR-SQL: Self-Taught Reasoner for Text-to-SQL ACL 2025

Scaling LLMs’ Social Reasoning: Sprinkle Cognitive “Aha Moment” into Fundamental Long-thought Logical Capabilities ACL 2025

EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction NAACL 2025

2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining ICCV 2025

DB-Explore: Automated Database Exploration and Instruction Synthesis for Text-to-SQL EMNLP 2025

Learning Global Controller in Latent Space for Parameter-Efficient Fine-Tuning ACL 2024

Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization ACL 2024

TimeToM: Temporal Space is the Key to Unlocking the Door of Large Language Models’ Theory-of-Mind ACL 2024

Progressive Tuning: Towards Generic Sentiment Abilities for Large Language Models ACL 2024

Advancing Process Verification for Large Language Models via Tree-Based Preference Learning EMNLP 2024

Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model EMNLP 2024

TaskBench: Benchmarking Large Language Models for Task Automation NIPS 2024

Self-Contrast: Better Reflection Through Inconsistent Solving Perspectives ACL 2024

Insert or Attach: Taxonomy Completion via Box Embedding ACL 2024

DiffusionNER: Boundary Diffusion for Named Entity Recognition ACL 2023

HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face NIPS 2023

PromptNER: Prompt Locating and Typing for Named Entity Recognition ACL 2023

A Set Prediction Network For Extractive Summarization ACL 2023

An Expression Tree Decoding Strategy for Mathematical Equation Generation EMNLP 2023

MProto: Multi-Prototype Network with Denoised Optimal Transport for Distantly Supervised Named Entity Recognition EMNLP 2023

Enhancing Emotion Recognition in Conversation via Multi-view Feature Alignment and Memorization EMNLP 2023

Minimally-Supervised Relation Induction from Pre-trained Language Model NAACL 2022

DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity Recognition NAACL 2022

Towards Data-Efficient Detection Transformers ECCV 2022

DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity Recognition SEMEVAL 2022

Parallel Instance Query Network for Named Entity Recognition ACL 2022

Query-based Instance Discrimination Network for Relational Triple Extraction EMNLP 2022

Prompting to Distill: Boosting Data-Free Knowledge Distillation via Reinforced Prompt IJCAI 2022

Propose-and-Refine: A Two-Stage Set Prediction Network for Nested Named Entity Recognition IJCAI 2022

A Closed-Loop Perception, Decision-Making and Reasoning Mechanism for Human-Like Navigation IJCAI 2022

Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problem EMNLP 2022

De-Bias for Generative Extraction in Unified NER Task ACL 2022

Locate and Label: A Two-stage Identifier for Nested Named Entity Recognition ACL 2021

A Sequence-to-Set Network for Nested Named Entity Recognition IJCAI 2021

Locate and Label: A Two-stage Identifier for Nested Named Entity Recognition IJCNLP 2021

Heterogeneous Graph Neural Networks for Concept Prerequisite Relation Learning in Educational Data NAACL 2021

Multi-hop Reading Comprehension across Documents with Path-based Graph Convolutional Network IJCAI 2020

Adversarial Self-Supervised Data-Free Distillation for Text Classification EMNLP 2020

SynET: Synonym Expansion using Transitivity EMNLP 2020