Qiguang Chen

31 papers · 2021–2026 · 8 conferences · across top CS/AI conferences

Achievements

🏃 Academic Marathon (5) 🌍 Conference Polyglot (8) 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (13) 🌈 Renaissance Researcher (6) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (12) 🤝 Dynamic Duo (24) 🏆 Keyword Champion (2) 🏆 Grand Slam 🧬 Topic Evolution 💎 Century Club (28) ⚡ Prolific Year (7) ❓ The Questioner (3) 📈 Trend Setter 🗃️ Keyword Collector (141) 🔥 Unstoppable (5)

Conferences

ACL (12) EMNLP (6) AAAI (5) COLING (2) IJCAI (2) NIPS (2) ICLR (1) ICML (1)

Top co-authors

Libo Qin (27) Wanxiang Che (21) Min Li (6) Xiao Xu (5) Hao Fei (5) Yongheng Zhang (4) Jingxuan Zhou (4) Mengkang Hu (4) Shijue Huang (4) Dengyun Peng (3)

Keywords

large language model (11) chain-of-thought reasoning (6) benchmark evaluation (4) dialogue system (4) task-oriented dialogue (4) zero-shot learning (3) consistency identification (3) visual reasoning (3) spoken language understanding (3) prompt engineering (3) slot filling (3) neural network (2) multi-intent detection (2) multi-agent system (2) multi-modal chain-of-thought (2) vision-language model (2) knowledge base (2) intent detection (2) intent classification (2) cross-lingual transfer (1)

Papers

Let’s Think with Images Efficiently! An Interleaved-Modal Chain-of-Thought Reasoning Framework with Dynamic and Precise Visual Thoughts AAAI 2026

Beware of Reasoning Overconfidence: Pitfalls in the Reasoning Process for Multi-solution Tasks AAAI 2026

Aware First, Think Less: Dynamic Boundary Self-Awareness Drives Significant Gains in Reasoning Efficiency in Large Language Models AAAI 2026

Text2World: Benchmarking Large Language Models for Symbolic World Model Generation ACL 2025

CoMT: A Novel Benchmark for Chain of Multi-modal Thought on Large Vision-Language Models AAAI 2025

Divide-Solve-Combine: An Interpretable and Accurate Prompting Framework for Zero-shot Multi-Intent Detection AAAI 2025

What are the Essential Factors in Crafting Effective Long Context Multi-Hop Instruction Datasets? Insights and Best Practices ACL 2025

CCHall: A Novel Benchmark for Joint Cross-Lingual and Cross-Modal Hallucinations Detection in Large Language Models ACL 2025

HiAgent: Hierarchical Working Memory Management for Solving Long-Horizon Agent Tasks with Large Language Model ACL 2025

MLDebugging: Towards Benchmarking Code Debugging Across Multi-Library Scenarios ACL 2025

X-WebAgentBench: A Multilingual Interactive Web Benchmark for Evaluating Global Agentic System ACL 2025

Can Large Language Models Understand You Better? An MBTI Personality Detection Dataset Aligned with Population Traits COLING 2025

DLPO: Towards a Robust, Efficient, and Generalizable Prompt Optimization Framework from a Deep-Learning Perspective EMNLP 2025

The Hidden Dimensions of LLM Alignment: A Multi-Dimensional Analysis of Orthogonal Safety Directions ICML 2025

Improving Consistency Identification in Task-oriented Dialogue Through Multi-Agent Collaboration IJCAI 2025

Unlocking the Capabilities of Thought: A Reasoning Boundary Framework to Quantify and Optimize Chain-of-Thought NIPS 2024

What Factors Affect Multi-Modal In-Context Learning? An In-Depth Exploration NIPS 2024

M3CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought ACL 2024

AutoCAP: Towards Automatic Cross-lingual Alignment Planning for Zero-shot Chain-of-Thought ACL 2024

Wrong-of-Thought: An Integrated Reasoning Framework with Multi-Perspective Verification and Wrong Information EMNLP 2024

Tree-Planner: Efficient Close-loop Task Planning with Large Language Models ICLR 2024

Decoupling Breaks Data Barriers: A Decoupled Pre-training Framework for Multi-intent Spoken Language Understanding IJCAI 2024

End-to-end Task-oriented Dialogue: A Survey of Tasks, Methods, and Future Directions EMNLP 2023

MMSD2.0: Towards a Reliable Multi-modal Sarcasm Detection System ACL 2023

OpenSLU: A Unified, Modularized, and Extensible Toolkit for Spoken Language Understanding ACL 2023

Cross-lingual Prompting: Improving Zero-shot Chain-of-Thought Reasoning across Languages EMNLP 2023

CLIPText: A New Paradigm for Zero-shot Text Classification ACL 2023

GL-CLeF: A Global–Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding ACL 2022

CGIM: A Cycle Guided Interactive Learning Model for Consistency Identification in Task-oriented Dialogue COLING 2022

HIT-SCIR at MMNLU-22: Consistency Regularization for Multilingual Spoken Language Understanding EMNLP 2022

Don’t be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue System EMNLP 2021