Qian Liu

87 papers · 2013–2026 · 10 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌍 Conference Polyglot (10) 🌈 Renaissance Researcher (9) 🐝 Cross-Pollinator (7) 🏃 Academic Marathon (12) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (10) 🧭 Keyword Pioneer 🏠 Conference Loyalist (23) 🤝 Dynamic Duo (25) 👑 Triple Crown 🏆 Grand Slam 👥 Mega-Team (33) 🔬 Deep Specialist (15) 🏆 Keyword Champion (2) 🗃️ Keyword Collector (266) ⚡ Prolific Year (5) ❓ The Questioner (3) 💎 Century Club (86) 🚀 Conference Pioneer 🔥 Unstoppable (8)

Conferences

EMNLP (23) ACL (18) ICLR (11) ICML (7) IJCAI (7) IJCNLP (7) NIPS (6) AAAI (4) COLING (2) NAACL (2)

Top co-authors

Jian-Guang Lou (25) Bei Chen (17) Min Lin (13) Tianyu Pang (12) Dongmei Zhang (12) Chao Du (9) Jiaqi Guo (9) Hao Fei (9) Bin Zhou (8) Hang Yu (6)

Keywords

large language model (18) language model (13) semantic parsing (13) code generation (6) text generation (5) question answering (3) follow-up query analysis (3) logical form (3) logical reasoning (3) neural network (3) natural language understanding (3) dialogue system (3) benchmark evaluation (2) tabular datum (2) interactive learning (2) knowledge base (2) generative model (2) pre-trained language model (2) preference optimization (2) few-shot learning (2)

Papers

SalDiff-DTM: A Novel Dual-Temporal Modulated Diffusion Model for Omnidirectional Images Scanpath Prediction AAAI 2026

OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models ACL 2025

Sparse-to-Dense: A Free Lunch for Lossless Acceleration of Video Understanding in LLMs ACL 2025

CodeArena: A Collective Evaluation Platform for LLM Code Generation ACL 2025

Improving Your Model Ranking on Chatbot Arena by Vote Rigging ICML 2025

Unnatural Languages Are Not Bugs but Features for LLMs ICML 2025

Equal Truth: Rumor Detection with Invariant Group Fairness EMNLP 2025

Cheating Automatic LLM Benchmarks: Null Models Achieve High Win Rates ICLR 2025

Bootstrapping Language Models with DPO Implicit Rewards ICLR 2025

When Attention Sink Emerges in Language Models: An Empirical View ICLR 2025

RegMix: Data Mixture as Regression for Language Model Pre-training ICLR 2025

BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions ICLR 2025

Scaling up Masked Diffusion Models on Text ICLR 2025

Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows ICLR 2025

MADAWSD: Multi-Agent Debate Framework for Adversarial Word Sense Disambiguation EMNLP 2025

NLP+Code: Code Intelligence in Language Models EMNLP 2025

David vs. Goliath: Cost-Efficient Financial QA via Cascaded Multi-Agent Reasoning EMNLP 2025

Adaptive Merchant-Centric Risk Control via Unbiased Decision-Making and Dynamic Optimization in E-Commerce AAAI 2025

Consensus-Guided Incomplete Multi-view Clustering via Cross-view Affinities Learning IJCAI 2025

Programming Every Example: Lifting Pre-training Data Quality Like Experts at Scale ICML 2025

Predictive Data Selection: The Data That Predicts Is the Data That Teaches ICML 2025

Aristotle: Mastering Logical Reasoning with A Logic-Complete Decompose-Search-Resolve Framework ACL 2025

CLEAR: A Framework Enabling Large Language Models to Discern Confusing Legal Paragraphs EMNLP 2025

Sailor: Open Language Models for South-East Asia EMNLP 2024

EvoR: Evolving Retrieval for Code Generation EMNLP 2024

Divide and Conquer: Legal Concept-guided Criminal Court View Generation EMNLP 2024

Lemur: Harmonizing Natural Language and Code for Language Agents ICLR 2024

COSIGN: Contextual Facts Guided Generation for Knowledge Graph Completion NAACL 2024

S3Eval: A Synthetic, Scalable, Systematic Evaluation Suite for Large Language Model NAACL 2024

Mercury: A Code Efficiency Benchmark for Code Large Language Models NIPS 2024

Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses NIPS 2024

Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows? NIPS 2024

Self-Distillation Bridges Distribution Gap in Language Model Fine-Tuning ACL 2024

Through the MUD: A Multi-Defendant Charge Prediction Benchmark with Linked Crime Elements ACL 2024

Beyond Memorization: The Challenge of Random Memory Access in Language Models ACL 2024

Faithful Logical Reasoning via Symbolic Chain-of-Thought ACL 2024

EmpathyEar: An Open-source Avatar Multimodal Empathetic Chatbot ACL 2024

MetaPro 2.0: Computational Metaphor Processing on the Effectiveness of Anomalous Language Modeling ACL 2024

Agent Smith: A Single Image Can Jailbreak One Million Multimodal LLM Agents Exponentially Fast ICML 2024

OctoPack: Instruction Tuning Code Large Language Models ICLR 2024

Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies NIPS 2024

Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs NIPS 2024

DataTales: A Benchmark for Real-World Intelligent Data Narration EMNLP 2024

Guided Knowledge Generation with Language Models for Commonsense Reasoning EMNLP 2024

Learning on Large-scale Text-attributed Graphs via Variational Inference ICLR 2023

On Grounded Planning for Embodied Tasks with Language Models AAAI 2023

Scene Graph as Pivoting: Inference-time Image-free Unsupervised Multimodal Machine Translation with Visual Scene Hallucination ACL 2023

Reasoning Implicit Sentiment with Chain-of-Thought Prompting ACL 2023

PTCSpell: Pre-trained Corrector Based on Character Shape and Pinyin for Chinese Spelling Correction ACL 2023

SCITAB: A Challenging Benchmark for Compositional Reasoning and Claim Verification on Scientific Tables EMNLP 2023

Active Retrieval Augmented Generation EMNLP 2023

Generative Table Pre-training Empowers Models for Tabular Prediction EMNLP 2023

CocoSciSum: A Scientific Summarization Toolkit with Compositional Controllability EMNLP 2023

Bag of Tricks for Training Data Extraction from Language Models ICML 2023

OpenFE: Automated Feature Generation with Expert-level Performance ICML 2023

Mixed-modality Representation Learning and Pre-training for Joint Table-and-Text Retrieval in OpenQA EMNLP 2022

LEMON: Language-Based Environment Manipulation via Execution-Guided Pre-training EMNLP 2022

Exploring the Secrets Behind the Learning Difficulty of Meaning Representations for Semantic Parsing EMNLP 2022

Reasoning Like Program Executors EMNLP 2022

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

Reasoning over Hybrid Chain for Table-and-Text Open Domain Question Answering IJCAI 2022

TAPEX: Table Pre-training via Learning a Neural SQL Executor ICLR 2022

ReTraCk: A Flexible and Efficient Framework for Knowledge Base Question Answering ACL 2021

Awakening Latent Grounding from Pretrained Language Models for Semantic Parsing IJCNLP 2021

Learning Algebraic Recombination for Compositional Generalization IJCNLP 2021

Keep the Structure: A Latent Shift-Reduce Parser for Semantic Parsing IJCAI 2021

Chase: A Large-Scale and Pragmatic Chinese Dataset for Cross-Database Context-Dependent Text-to-SQL ACL 2021

ReTraCk: A Flexible and Efficient Framework for Knowledge Base Question Answering IJCNLP 2021

Awakening Latent Grounding from Pretrained Language Models for Semantic Parsing ACL 2021

Learning Algebraic Recombination for Compositional Generalization ACL 2021

Chase: A Large-Scale and Pragmatic Chinese Dataset for Cross-Database Context-Dependent Text-to-SQL IJCNLP 2021

Benchmarking Meaning Representations in Neural Semantic Parsing EMNLP 2020

You Impress Me: Dialogue Generation via Mutual Persona Perception ACL 2020

How Far are We from Effective Context Modeling? An Exploratory Study on Semantic Parsing in Context IJCAI 2020

RECPARSER: A Recursive Semantic Parsing Framework for Text-to-SQL Task IJCAI 2020

Compositional Generalization by Learning Analytical Expressions NIPS 2020

“What Do You Mean by That?” A Parser-Independent Interactive Approach for Enhancing Text-to-SQL EMNLP 2020

Incomplete Utterance Rewriting as Semantic Segmentation EMNLP 2020

Leveraging Adjective-Noun Phrasing Knowledge for Comparison Relation Prediction in Text-to-SQL IJCNLP 2019

A Split-and-Recombine Approach for Follow-up Query Analysis IJCNLP 2019

Leveraging Adjective-Noun Phrasing Knowledge for Comparison Relation Prediction in Text-to-SQL EMNLP 2019

FANDA: A Novel Approach to Perform Follow-Up Query Analysis AAAI 2019

A Split-and-Recombine Approach for Follow-up Query Analysis EMNLP 2019

Task-oriented Word Embedding for Text Classification COLING 2018

Web Page Classification Based on Uncorrelated Semi-Supervised Intra-View and Inter-View Manifold Discriminant Feature Extraction IJCAI 2015

Automated Rule Selection for Aspect Extraction in Opinion Mining IJCAI 2015

A Self-learning Template Approach for Recognizing Named Entities from Web Text IJCNLP 2013