Wei Zhou

102 papers · 2018–2026 · 20 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (19) 🐝 Cross-Pollinator (13) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (19) 🧭 Keyword Pioneer 🏃 Academic Marathon (7) 🏆 Keyword Champion (2) 🏆 Grand Slam 👥 Mega-Team (25) 🔬 Deep Specialist (16) 🧬 Topic Evolution 🤝 Dynamic Duo (35) ⚡ Prolific Year (8) 💎 Century Club (94) 🗃️ Keyword Collector (55) 🔥 Unstoppable (8) ❓ The Questioner (3)

Conferences

ACL (19) AAAI (17) EMNLP (13) INTERSPEECH (11) COLING (6) NAACL (6) IJCNLP (5) IJCAI (5) NIPS (3) ECCV (3) SEMEVAL (2) ICML (2) ICCV (2) AACL (2) ICLR (1) EACL (1) MICCAI (1) CVPR (1) ACML (1) NSDI (1)

Top co-authors

Songlin Hu (35) Lingwei Wei (18) Dou Hu (14) Heike Adel (10) Mohsen Mesgar (10) Kun Li (10) Annemarie Friedrich (10) Ralf Schlüter (7) Chengwei Dai (6) Chunyuan Yuan (6)

Research topics

Linguistics (1) Education (1)

Keywords

large language model (11) table question answering (8) representation learning (7) language model (6) graph neural network (6) fake news detection (6) domain adaptation (5) zero-shot learning (4) pre-trained language model (4) contrastive learning (4) multi-agent system (4) social media (4) automatic speech recognition (4) transfer learning (4) multi-task learning (3) retrieval-augmented generation (3) multimodal large language model (3) model compression (3) uncertainty quantification (3) knowledge graph (3)

Papers

Hierarchical Dual-Domain Fusion with Frequency-Guided Spatial Modeling for Pan-Sharpening AAAI 2026

Exploring Generative Process Reward Modeling for Semi-Structured Data: A Case Study of Table Question Answering EACL 2026

GLOBA: Rethinking Parameter Conflicts in Model Merging AAAI 2026

Score-Based Model for Low-Rank Tensor Recovery AAAI 2026

Temporal Inconsistency Guidance for Super-resolution Video Quality Assessment AAAI 2026

MFmamba: A Multi-function Network for Panchromatic Image Resolution Restoration Based on State-Space Model AAAI 2026

Drifting Away from Truth: GenAI-Driven News Diversity Challenges LVLM-Based Misinformation Detection AAAI 2026

Complex Instruction Following with Diverse Style Policies in Football Games AAAI 2026

An Information-theoretic Multi-task Representation Learning Framework for Natural Language Understanding AAAI 2025

Enhancing Multi-Hop Fact Verification with Structured Knowledge-Augmented Large Language Models AAAI 2025

Editing Memories Through Few Targeted Neurons AAAI 2025

LLM-Based Behavior Prediction for Social Media Users with Continuous Memory AACL 2025

p²-TQA: A Process-based Preference Learning Framework for Self-Improving Table Question Answering Models AACL 2025

Regularized Contrastive Decoding with Hard Negative Samples for LLM Hallucination Mitigation EMNLP 2025

Efficient Multi-Agent Collaboration with Tool Use for Online Planning in Complex Table Question Answering NAACL 2025

IMRRF: Integrating Multi-Source Retrieval and Redundancy Filtering for LLM-based Fake News Detection NAACL 2025

Parameterized Diffusion Optimization enabled Autoregressive Ordinal Regression for Diabetic Retinopathy Grading MICCAI 2025

p²-TQA: A Process-based Preference Learning Framework for Self-Improving Table Question Answering Models IJCNLP 2025

Capture the Key in Reasoning to Enhance CoT Distillation Generalization ACL 2025

Pragmatics in the Era of Large Language Models: A Survey on Datasets, Evaluation, Opportunities and Challenges ACL 2025

Impartial Multi-task Representation Learning via Variance-invariant Probabilistic Decoding ACL 2025

Texts or Images? A Fine-grained Analysis on the Effectiveness of Input Representations and Models for Table Question Answering ACL 2025

CMIE: Combining MLLM Insights with External Evidence for Explainable Out-of-Context Misinformation Detection ACL 2025

Structure-adaptive Adversarial Contrastive Learning for Multi-Domain Fake News Detection ACL 2025

STORYTELLER: An Enhanced Plot-Planning Framework for Coherent and Cohesive Story Generation ACL 2025

G-MACT at SemEval-2025 Task 8: Exploring Planning and Tool Use in Question Answering over Tabular Data ACL 2025

RITT: A Retrieval-Assisted Framework with Image and Text Table Representations for Table Question Answering ACL 2025

LLM-Based Behavior Prediction for Social Media Users with Continuous Memory IJCNLP 2025

Novelty Detection in Reinforcement Learning with World Models ICML 2025

FE-CLIP: Frequency Enhanced CLIP Model for Zero-Shot Anomaly Detection and Segmentation ICCV 2025

Structure-aware Propagation Generation with Large Language Models for Fake News Detection EMNLP 2025

G-MACT at SemEval-2025 Task 8: Exploring Planning and Tool Use in Question Answering over Tabular Data SEMEVAL 2025

DORA: Dynamic Optimization Prompt for Continuous Reflection of LLM-based Agent COLING 2025

Layer- and Timestep-Adaptive Differentiable Token Compression Ratios for Efficient Diffusion Transformers CVPR 2025

Dynamic Simulation Framework for Disinformation Dissemination and Correction With Social Bots EMNLP 2025

AgentCPM-GUI: Building Mobile-Use Agents with Reinforcement Fine-Tuning EMNLP 2025

DSMoE: Matrix-Partitioned Experts with Dynamic Routing for Computation-Efficient Dense LLMs EMNLP 2025

Mitigating Hallucinations in LM-Based TTS Models via Distribution Alignment Using GFlowNets EMNLP 2025

BotSim: LLM-Powered Malicious Social Botnet Simulation AAAI 2025

Multi-stream Information Fusion Framework for Emotional Support Conversation COLING 2024

ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization NIPS 2024

An Efficient Subgraph-Inferring Framework for Large-Scale Heterogeneous Graphs AAAI 2024

Structured Probabilistic Coding AAAI 2024

Improving Open-Domain Dialogue Response Generation with Multi-Source Multilingual Commonsense Knowledge AAAI 2024

Representation Learning with Conditional Information Flow Maximization ACL 2024

Explaining Pre-Trained Language Models with Attribution Scores: An Analysis in Low-Resource Settings COLING 2024

Improve Student’s Reasoning Generalizability through Cascading Decomposed CoTs Distillation EMNLP 2024

LLMs as Collaborator: Demands-Guided Collaborative Retrieval-Augmented Generation for Commonsense Knowledge-Grounded Open-Domain Dialogue Systems EMNLP 2024

FedInverse: Evaluating Privacy Leakage in Federated Learning ICLR 2024

Dynamic Encoder Size Based on Data-Driven Layer-wise Pruning for Speech Recognition INTERSPEECH 2024

Dial-MAE: ConTextual Masked Auto-Encoder for Retrieval-based Dialogue Systems NAACL 2024

FREB-TQA: A Fine-Grained Robustness Evaluation Benchmark for Table Question Answering NAACL 2024

MiLe Loss: a New Loss for Mitigating the Bias of Learning Difficulties in Generative Language Models NAACL 2024

NetAssistant: Dialogue Based Network Diagnosis in Data Center Networks NSDI 2024

Supervised Adversarial Contrastive Learning for Emotion Recognition in Conversations ACL 2023

COOP: Decoupling and Coupling of Whole-Body Grasping Pose Generation ICCV 2023

A Refined Upper Bound and Inprocessing for the Maximum K-plex Problem IJCAI 2023

UCAS-IIE-NLP at SemEval-2023 Task 12: Enhancing Generalization of Multilingual BERT for Low-resource Sentiment Analysis ACL 2023

RASR2: The RWTH ASR Toolkit for Generic Sequence-to-sequence Speech Recognition INTERSPEECH 2023

CASEIN: Cascading Explicit and Implicit Control for Fine-grained Emotion Intensity Regulation INTERSPEECH 2023

GL-SSD: Global and Local Speech Style Disentanglement by vector quantization for robust sentence boundary detection in speech stream INTERSPEECH 2023

Robust Learning for Multi-party Addressee Recognition with Discrete Addressee Codebook ACL 2023

Learning Semantic Alignment with Global Modality Reconstruction for Video-Language Pre-training towards Retrieval AAAI 2023

UCAS-IIE-NLP at SemEval-2023 Task 12: Enhancing Generalization of Multilingual BERT for Low-resource Sentiment Analysis SEMEVAL 2023

CT-GAT: Cross-Task Generative Adversarial Attack based on Transferability EMNLP 2023

MeaeQ: Mount Model Extraction Attacks with Efficient Queries EMNLP 2023

Is the Answer in the Text? Challenging ChatGPT with Evidence Retrieval from Instructive Text EMNLP 2023

Exploring the Effectiveness of Multi-Lingual Commonsense Knowledge-Aware Open-Domain Dialogue Response Generation EMNLP 2023

Multi-scale Progressive Gated Transformer for Physiological Signal Classification ACML 2022

Mixed-Phoneme BERT: Improving BERT with Mixed Phoneme and Sup-Phoneme Representations for Text to Speech INTERSPEECH 2022

Efficient Training of Neural Transducer for Speech Recognition INTERSPEECH 2022

Speaker-Guided Encoder-Decoder Framework for Emotion Recognition in Conversation IJCAI 2022

An Embarrassingly Simple Approach to Semi-Supervised Few-Shot Learning NIPS 2022

Multi-Granularity Semantic Aware Graph Model for Reducing Position Bias in Emotion Cause Pair Extraction ACL 2022

Uncertainty-aware Propagation Structure Reconstruction for Fake News Detection COLING 2022

A Unified Propagation Forest-based Framework for Fake News Detection COLING 2022

Towards Propagation Uncertainty: Edge-enhanced Bayesian Graph Convolutional Networks for Rumor Detection ACL 2021

Challenging distributional models with a conceptual network of philosophical terms NAACL 2021

Towards Propagation Uncertainty: Edge-enhanced Bayesian Graph Convolutional Networks for Rumor Detection IJCNLP 2021

Label-Specific Dual Graph Neural Network for Multi-Label Text Classification IJCNLP 2021

Acoustic Data-Driven Subword Modeling for End-to-End Speech Recognition INTERSPEECH 2021

Equivalence of Segmental and Neural Transducer Modeling: A Proof of Concept INTERSPEECH 2021

Human-to-Human Conversation Dataset for Learning Fine-Grained Turn-Taking Action INTERSPEECH 2021

The Impact of ASR on the Automatic Analysis of Linguistic Complexity and Sophistication in Spontaneous L2 Speech INTERSPEECH 2021

Label-Specific Dual Graph Neural Network for Multi-Label Text Classification ACL 2021

Temporal Heterogeneous Information Network Embedding IJCAI 2021

Robust Beam Search for Encoder-Decoder Attention Based Speech Recognition Without Length Bias INTERSPEECH 2020

ALOHA: Artificial Learning of Human Attributes for Dialogue Agents AAAI 2020

Early Detection of Fake News by Utilizing the Credibility of News, Publishers, and Users based on Weakly Supervised Learning COLING 2020

Intra-class Feature Variation Distillation for Semantic Segmentation ECCV 2020

Online Meta-Critic Learning for Off-Policy Actor-Critic Methods NIPS 2020

Who Are Controlled by The Same User? Multiple Identities Deception Detection via Social Interaction Activity (Student Abstract) AAAI 2020

LIRA: Lifelong Image Restoration from Unknown Blended Distortions ECCV 2020

Learning Disentangled Feature Representation for Hybrid-distorted Image Restoration ECCV 2020

Multi-hop Selector Network for Multi-turn Response Selection in Retrieval-based Chatbots EMNLP 2019

An Intelligent Testing Strategy for Vocabulary Assessment of Chinese Second Language Learners ACL 2019

Feature-Critic Networks for Heterogeneous Domain Generalization ICML 2019

Spectral Perturbation Meets Incomplete Multi-view Data IJCAI 2019

Knowledge-enhanced Hierarchical Attention for Community Question Answering with Multi-task and Adaptive Learning IJCAI 2019

Multi-hop Selector Network for Multi-turn Response Selection in Retrieval-based Chatbots IJCNLP 2019

A Deep Relevance Model for Zero-Shot Document Filtering ACL 2018

Transfer Learning for Context-Aware Question Matching in Information-seeking Conversations in E-commerce ACL 2018