← Authors

Huawei Shen

58 papers · 2016–2026 · 10 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (13) 🌍 Conference Polyglot (10) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (12) 🧭 Keyword Pioneer πŸƒ Academic Marathon (9) 🀝 Dynamic Duo (46) πŸ† Grand Slam 🧬 Topic Evolution πŸ”₯ Unstoppable (5) ⚑ Prolific Year (8) ❓ The Questioner πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (269) πŸ’Ž Century Club (56)

Conferences

EMNLP (14) AAAI (10) ACL (10) IJCAI (6) NAACL (5) COLING (4) ICLR (4) NIPS (3) CVPR (1) ICML (1)

Top co-authors

Xueqi Cheng (47) Liang Pang (20) Qi Cao (13) Fei Sun (12) Yuanzhuo Wang (8) Liang Hou (7) Bingbing Xu (6) Du Su (6) Zihao Wei (6) Shicheng Xu (6)

Keywords

large language model (12) information retrieval (6) retrieval-augmented generation (5) representation learning (5) generative adversarial network (4) text generation (4) reinforcement learning (3) domain adaptation (3) contrastive learning (3) graph neural network (3) knowledge distillation (3) dense retrieval (2) markov decision process (2) domain generalization (2) model editing (2) social network analysis (2) knowledge graph (2) question answering (2) knowledge editing (2) unsupervised learning (2)

Papers

RLKD: Distilling LLMs’ Reasoning via Reinforcement Learning AAAI 2026
AuditAgent: LLM Agent for Risks Auditing in Recommender Systems AAAI 2026
Jailbreak LLMs through Internal Stance Manipulation EMNLP 2025
MLaKE: Multilingual Knowledge Editing Benchmark for Large Language Models COLING 2025
Do LLMs Play Dice? Exploring Probability Distribution Sampling in Large Language Models for Behavioral Simulation COLING 2025
Cross-Modal Safety Mechanism Transfer in Large Vision-Language Models ICLR 2025
Following the Autoregressive Nature of LLM Embeddings via Compression and Alignment EMNLP 2025
Too Consistent to Detect: A Study of Self-Consistent Errors in LLMs EMNLP 2025
Training a Utility-based Retriever Through Shared Context Attribution for Retrieval-Augmented Language Models EMNLP 2025
A Theory for Token-Level Harmonization in Retrieval-Augmented Generation ICLR 2025
Everything is Editable: Extend Knowledge Editing to Unstructured Data in Large Language Models ICLR 2025
PRDetect: Perturbation-Robust LLM-generated Text Detection Based on Syntax Tree NAACL 2025
Related Knowledge Perturbation Matters: Rethinking Multiple Pieces of Knowledge Editing in Same-Subject NAACL 2025
SafetyQuizzer: Timely and Dynamic Evaluation on the Safety of LLMs NAACL 2025
ALiiCE: Evaluating Positional Fine-grained Citation Generation NAACL 2025
The Mirage of Model Editing: Revisiting Evaluation in the Wild ACL 2025
ToolCoder: A Systematic Code-Empowered Tool Learning Framework for Large Language Models ACL 2025
Low-Entropy Watermark Detection via Bayes’ Rule Derived Detector ACL 2025
From Outcomes to Processes: Guiding PRM Learning from ORM for Inference-Time Alignment ACL 2025
Differentiated Vision: Unveiling Entity-Specific Visual Modality Requirements for Multimodal Knowledge Graph EMNLP 2025
Qsnail: A Questionnaire Dataset for Sequential Question Generation COLING 2024
Understanding and Improving Adversarial Collaborative Filtering for Robust Recommendation NIPS 2024
PDE+: Enhancing Generalization via PDE with Adaptive Distributional Diffusion AAAI 2024
Tree-of-Reasoning Question Decomposition for Complex Question Answering with Large Language Models AAAI 2024
Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation ACL 2024
Unlocking the Power of Large Language Models for Entity Alignment ACL 2024
Plot Retrieval as an Assessment of Abstract Semantic Association ACL 2024
When to Trust LLMs: Aligning Confidence with Response Quality ACL 2024
TEA: Test-time Energy Adaptation CVPR 2024
Enhancing Training Data Attribution for Large Language Models with Fitting Error Consideration EMNLP 2024
The Fall of ROME: Understanding the Collapse of LLMs in Model Editing EMNLP 2024
PKAD: Pretrained Knowledge is All You Need to Detect and Mitigate Textual Backdoor Attacks EMNLP 2024
Think Before You Speak: Cultivating Communication Skills of Large Language Models via Inner Monologue NAACL 2024
BERM: Training the Balanced and Extractable Representation for Matching to Improve Generalization Ability of Dense Retrieval ACL 2023
SimOAP: Improve Coherence and Consistency in Persona-based Dialogue Generation via Over-sampling and Post-evaluation ACL 2023
A Provable Framework of Learning Graph Embeddings via Summarization AAAI 2023
RegaVAE: A Retrieval-Augmented Gaussian Mixture Variational Auto-Encoder for Language Modeling EMNLP 2023
LLMDet: A Third Party Large Language Models Generated Text Detection Tool EMNLP 2023
Augmentation-Aware Self-Supervision for Data-Efficient GAN Training NIPS 2023
ReFSQL: A Retrieval-Augmentation Framework for Text-to-SQL Generation EMNLP 2023
MacLaSa: Multi-Aspect Controllable Text Generation via Efficient Sampling from Compact Latent Space EMNLP 2023
Conditional GANs with Auxiliary Discriminative Classifier ICML 2022
Meta-CQG: A Meta-Learning Framework for Complex Question Generation over Knowledge Bases COLING 2022
Beyond Low-frequency Information in Graph Convolutional Networks AAAI 2021
SDGNN: Learning Node Representation for Signed Directed Networks AAAI 2021
Adaptive Information Seeking for Open-Domain Question Answering EMNLP 2021
Transductive Learning for Unsupervised Text Style Transfer EMNLP 2021
Self-Supervised GANs with Label Augmentation NIPS 2021
Slimmable Generative Adversarial Networks AAAI 2021
AugSplicing: Synchronized Behavior Detection in Streaming Tensors AAAI 2021
Towards Consumer Loan Fraud Detection: Graph Neural Networks with Role-Constrained Conditional Random Field AAAI 2021
Graph Convolutional Networks using Heat Kernel for Semi-supervised Learning IJCAI 2019
Graph Wavelet Neural Network ICLR 2019
Exploiting POI-Specific Geographical Influence for Point-of-Interest Recommendation IJCAI 2018
Learning Concise Representations of Users' Influences through Online Behaviors IJCAI 2017
Cross-Domain Recommendation: An Embedding and Mapping Approach IJCAI 2017
Cascade Dynamics Modeling with Attention-based Recurrent Neural Network IJCAI 2017
Predict Anchor Links across Social Networks via an Embedding Approach IJCAI 2016