Xiaoqing Zheng

VIB-Probe: Detecting and Mitigating Hallucinations in Vision-Language Models via Variational Information Bottleneck ACL 2026 Controllable Memory Usage: Balancing Anchoring and Innovation in Long-Term Human–Agent Interaction ACL 2026 Explainable Synthetic Image Detection Through Diffusion Timestep Ensembling AAAI 2026 Improving Continual Pre-training Through Seamless Data Packing ACL 2025 ECC-SNN: Cost-Effective Edge-Cloud Collaboration for Spiking Neural Networks IJCAI 2025 Cost-Effective On-Device Sequential Recommendation with Spiking Neural Networks IJCAI 2025 Dendritic Localized Learning: Toward Biologically Plausible Algorithm ICML 2025 Enhancing Model Privacy in Federated Learning with Random Masking and Quantization EMNLP 2025 UPLex: Fine-Grained Personality Control in Large Language Models via Unsupervised Lexical Modulation EMNLP 2025 SATER: A Self-Aware and Token-Efficient Approach to Routing and Cascading EMNLP 2025 Revisiting Jailbreaking for Large Language Models: A Representation Engineering Perspective COLING 2025 FastMCTS: A Simple Sampling Strategy for Data Synthesis ACL 2025 Beyond Single Labels: Improving Conversational Recommendation through LLM-Powered Data Augmentation ACL 2025 Tell Me What You Don’t Know: Enhancing Refusal Capabilities of Role-Playing Agents via Representation Space Analysis and Editing ACL 2025 TripTailor: A Real-World Benchmark for Personalized Travel Planning ACL 2025 Searching for Best Practices in Retrieval-Augmented Generation EMNLP 2024 Advancing Spiking Neural Networks for Sequential Modeling with Central Pattern Generators NIPS 2024 Aligning Large Language Models with Human Preferences through Representation Engineering ACL 2024 Advancing Parameter Efficiency in Fine-tuning via Representation Editing ACL 2024 Promoting Data and Model Privacy in Federated Learning through Quantized LoRA EMNLP 2024 Unraveling the Enigma of Double Descent: An In-depth Analysis through the Lens of Learned Feature Space ICLR 2024 Efficient and Effective Time-Series Forecasting with Spiking Neural Networks ICML 2024 Improving Empathetic Dialogue Generation by Dynamically Infusing Commonsense Knowledge ACL 2023 Watermarking PLMs on Classification Tasks by Combining Contrastive Learning with Weight Perturbation EMNLP 2023 Measure Children’s Mindreading Ability with Machine Reading EMNLP 2023 Parameter Efficient Multi-task Fine-tuning by Learning to Transfer Token-wise Prompts EMNLP 2023 TableVLM: Multi-modal Pre-training for Table Structure Recognition ACL 2023 Spiking Convolutional Neural Networks for Text Classification ICLR 2023 Hallucination Detection for Generative Large Language Models by Bayesian Sequential Estimation EMNLP 2023 Enhancing Unsupervised Semantic Parsing with Distributed Contextual Representations ACL 2023 Improving the Adversarial Robustness of NLP Models by Information Bottleneck ACL 2022 Towards Adversarially Robust Text Classifiers by Learning to Reweight Clean Examples ACL 2022 Weight Perturbation as Defense against Adversarial Word Substitutions EMNLP 2022 Regularized Molecular Conformation Fields NIPS 2022 Exploration and Exploitation: Two Ways to Improve Chinese Spelling Correction Models IJCNLP 2021 Exploration and Exploitation: Two Ways to Improve Chinese Spelling Correction Models ACL 2021 Defense against Synonym Substitution-based Adversarial Attacks via Dirichlet Neighborhood Ensemble IJCNLP 2021 Searching for an Effective Defender: Benchmarking Defense against Adversarial Word Substitution EMNLP 2021 Defense against Synonym Substitution-based Adversarial Attacks via Dirichlet Neighborhood Ensemble ACL 2021 On the Transferability of Adversarial Attacks against Neural Text Classifier EMNLP 2021 TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing IJCNLP 2021 TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing ACL 2021 Improving Grammatical Error Correction Models with Purpose-Built Adversarial Examples EMNLP 2020 Cross-Lingual Dependency Parsing by POS-Guided Word Reordering EMNLP 2020 Evaluating and Enhancing the Robustness of Neural Network-based Dependency Parsing Models with Adversarial Examples ACL 2020 Generating Responses with a Specific Emotion in Dialog ACL 2019 Incremental Graph-based Neural Dependency Parsing EMNLP 2017 Context-Specific and Multi-Prototype Character Representations IJCAI 2016 Character-Based Parsing with Convolutional Neural Network IJCAI 2015 Deep Learning for Chinese Word Segmentation and POS Tagging EMNLP 2013