Juntao Li

80 papers · 2018–2026 · 12 conferences · across top CS/AI conferences

Achievements

🗺️ Taxonomy Completionist (17) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (10) 🐣 Hot Topic Early Bird 🏃 Academic Marathon (7) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (12) 🏠 Conference Loyalist (20) 🤝 Dynamic Duo (52) 👑 Triple Crown 🏆 Grand Slam 🔬 Deep Specialist (20) 🧬 Topic Evolution 🏆 Keyword Champion (3) 🔥 Unstoppable (8) ⚡ Prolific Year (16) ❓ The Questioner (5) 💎 Century Club (79) 🗃️ Keyword Collector (316) 📈 Trend Setter 🚀 Conference Pioneer

Conferences

ACL (27) EMNLP (20) AAAI (9) COLING (5) ICLR (4) ICML (3) IJCAI (3) IJCNLP (3) NIPS (3) ACML (1) NAACL (1) SEMEVAL (1)

Top co-authors

Min Zhang (52) Rui Yan (16) Dongyan Zhao (15) Zecheng Tang (13) xiaobo liang (10) Yixin Ji (9) Yisheng Xiao (8) Zhangming Chan (7) Xinyu Duan (6) Zhefeng Wang (6)

Keywords

large language model (18) text generation (13) inference efficiency (6) variational autoencoder (5) non-autoregressive translation (5) domain adaptation (5) non-autoregressive generation (5) question answering (5) machine translation (4) model compression (4) chain of thought (4) neural machine translation (4) sequence generation (4) language model (4) story generation (4) in-context learning (3) contrastive learning (3) unsupervised learning (3) representation learning (3) data augmentation (3)

Papers

CGMIS: Concept-Graph Based Multi-Hop Instructions Synthesis for Enhancing Long-Context Reasoning AAAI 2026

L-CiteEval: A Suite for Evaluating Fidelity of Long-context Models ACL 2025

Accurate KV Cache Quantization with Outlier Tokens Tracing ACL 2025

Unleashing LLM Reasoning Capability via Scalable Question Synthesis from Scratch ACL 2025

Generative Reward Modeling via Synthetic Criteria Preference Learning ACL 2025

𝒜3: Automatic Alignment Framework for Attributed Text Generation ACL 2025

Unveiling the Potential of BERT-family: A New Recipe for Building Scalable, General and Competitive Large Language Models ACL 2025

An Empirical Study of Iterative Refinements for Non-autoregressive Translation ACL 2025

Decoder-Only LLMs can be Masked Auto-Encoders ACL 2025

ALW: Adaptive Layer-Wise contrastive decoding enhancing reasoning ability in Large Language Models ACL 2025

From Awareness to Adaptability: Enhancing Tool Utilization for Scientific Reasoning ACL 2025

Unlocking Recursive Thinking of LLMs: Alignment via Refinement ACL 2025

Revealing and Mitigating the Local Pattern Shortcuts of Mamba ACL 2025

Tool learning via Inference-time Scaling and Cycle Verifier ACL 2025

DUTIR at SemEval-2025 Task 10: A Large Language Model-based Approach for Entity Framing in Online News ACL 2025

MMA: Cross-Domain Knowledge Integration via Mixture of Multi-Domain Agents EMNLP 2025

LOGO — Long cOntext aliGnment via efficient preference Optimization ICML 2025

Beware of Calibration Data for Pruning Large Language Models ICLR 2025

Revealing and Mitigating Over-Attention in Knowledge Editing ICLR 2025

A Survey of Generative Information Extraction COLING 2025

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification EMNLP 2025

Improving Rationality in the Reasoning Process of Language Models through Self-playing Game ICML 2025

DUTIR at SemEval-2025 Task 10: A Large Language Model-based Approach for Entity Framing in Online News SEMEVAL 2025

When and How to Grow? On Efficient Pre-training via Model Growth ACML 2024

Exploring and Mitigating Shortcut Learning for Generative Large Language Models COLING 2024

Towards More Realistic Chinese Spell Checking with New Benchmark and Specialized Expert Model COLING 2024

Achieving Stronger Generation via Simple Contrastive Tuning EMNLP 2024

Retrieval and Reasoning on KGs: Integrate Knowledge Graphs into Large Language Models for Complex Question Answering EMNLP 2024

Adaptive Feature-based Low-Rank Compression of Large Language Models via Bayesian Optimization EMNLP 2024

CMD: a framework for Context-aware Model self-Detoxification EMNLP 2024

$\texttt{ConflictBank}$: A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLMs NIPS 2024

LayoutNUWA: Revealing the Hidden Layout Expertise of Large Language Models ICLR 2024

Are Bert Family Good Instruction Followers? A Study on Their Potential And Limitations ICLR 2024

StrokeNUWA—Tokenizing Strokes for Vector Graphic Synthesis ICML 2024

Living in the Moment: Can Large Language Models Grasp Co-Temporal Reasoning? ACL 2024

Rethinking Negative Instances for Generative Named Entity Recognition ACL 2024

Efficient Domain Adaptation for Non-Autoregressive Machine Translation ACL 2024

Exploring Reversal Mathematical Reasoning Ability for Large Language Models ACL 2024

Demonstration Augmentation for Zero-shot In-context Learning ACL 2024

AMOM: Adaptive Masking over Masking for Conditional Masked Language Model AAAI 2023

AR-Diffusion: Auto-Regressive Diffusion Model for Text Generation NIPS 2023

RenewNAT: Renewing Potential Translation for Non-autoregressive Transformer AAAI 2023

Open-ended Long Text Generation via Masked Language Modeling ACL 2023

Dynamic and Efficient Inference for Text Generation via BERT Family ACL 2023

CORE: Cooperative Training of Retriever-Reranker for Effective Dialogue Response Selection ACL 2023

Towards Better Hierarchical Text Classification with Data Generation ACL 2023

Can Diffusion Model Achieve Better Performance in Text Generation ? Bridging the Gap between Training and Inference ! ACL 2023

Early Exit with Disentangled Representation and Equiangular Tight Frame ACL 2023

INFORM : Information eNtropy based multi-step reasoning FOR large language Models EMNLP 2023

Beware of Model Collapse! Fast and Stable Test-time Adaptation for Robust Question Answering EMNLP 2023

G-SPEED: General SParse Efficient Editing MoDel EMNLP 2023

Efficient Continue Training of Temporal Language Model with Structural Information EMNLP 2023

Isotropic Representation Can Improve Zero-Shot Cross-Lingual Transfer on Multilingual Language Models EMNLP 2023

Isotropy-Enhanced Conditional Masked Language Models EMNLP 2023

KBioXLM: A Knowledge-anchored Biomedical Multilingual Pretrained Language Model EMNLP 2023

Gated Mechanism Enhanced Multi-Task Learning for Dialog Routing COLING 2022

Image-text Retrieval: A Survey on Recent Research and Development IJCAI 2022

Robust Question Answering against Distribution Shifts with Test-Time Adaption: An Empirical Study EMNLP 2022

JANUS: Joint Autoregressive and Non-autoregressive Training with Auxiliary Loss for Sequence Generation EMNLP 2022

Improving Temporal Generalization of Pre-trained Language Models with Lexical Semantic Change EMNLP 2022

SelfMix: Robust Learning against Textual Label Noise with Self-Mixup Training COLING 2022

Enhancing the Open-Domain Dialogue Evaluation in Latent Space IJCNLP 2021

Enhancing the Open-Domain Dialogue Evaluation in Latent Space ACL 2021

R-Drop: Regularized Dropout for Neural Networks NIPS 2021

Content Learning with Structure-Aware Writing: A Graph-Infused Dual Conditional Variational Autoencoder for Automatic Storytelling AAAI 2021

Learning to Organize a Bag of Words into Sentences with Neural Networks: An Empirical Study NAACL 2021

Feature Adaptation of Pre-Trained Language Models across Languages and Domains with Robust Self-Training EMNLP 2020

Unsupervised Domain Adaptation of a Pretrained Cross-Lingual Language Model IJCAI 2020

Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-Commerce AAAI 2020

Draft and Edit: Automatic Storytelling Through Multi-Pass Hierarchical Conditional Variational Autoencoder AAAI 2020

A Character-Centric Neural Model for Automated Story Generation AAAI 2020

Are Training Samples Correlated? Learning to Generate Dialogue Responses with Multiple References ACL 2019

Stick to the Facts: Learning towards a Fidelity-oriented E-Commerce Product Description Generation IJCNLP 2019

Stick to the Facts: Learning towards a Fidelity-oriented E-Commerce Product Description Generation EMNLP 2019

Insufficient Data Can Also Rock! Learning to Converse Using Smaller Data with Augmentation AAAI 2019

Modeling Personalization in Continuous Space for Response Generation via Augmented Wasserstein Autoencoders IJCNLP 2019

Learning to Write Stories with Thematic Consistency and Wording Novelty AAAI 2019

Modeling Personalization in Continuous Space for Response Generation via Augmented Wasserstein Autoencoders EMNLP 2019

Knowledge-Guided Agent-Tactic-Aware Learning for StarCraft Micromanagement IJCAI 2018

Generating Classical Chinese Poems via Conditional Variational Autoencoder and Adversarial Training EMNLP 2018