Zheng Li

Compensating Distribution Drifts in Continual Learning with Pre-trained Vision Transformers AAAI 2026 Instant Personalized Large Language Model Adaptation via Hypernetwork ACL 2026 Open Schrödinger’s Closed Box: Identifying Retrieval Augmented Generation in API-Accessible Large Language Model Services ACL 2026 Rep Deep & Machine Learning: Exemplar-Free Continual Video Action Recognition via Slow-Fast Collaborative Learning AAAI 2026 ProMed: Shapley Information Gain Guided Reinforcement Learning for Proactive Medical LLMs ACL 2026 DIAA: A Decoding-Efficient Inference Acceleration Approach for On-Device Large Language Models AAAI 2026 Unsupervised Photometric-Consistent Depth Estimation from Endoscopic Monocular Video AAAI 2025 CFDM: Contrastive Fusion and Disambiguation for Multi-View Partial-Label Learning AAAI 2025 Hephaestus: Improving Fundamental Agent Capabilities of Large Language Models through Continual Pre-Training NAACL 2025 Training-free Fourier Phase Diffusion for Style Transfer IJCAI 2025 FloE: On-the-Fly MoE Inference on Memory-constrained GPU ICML 2025 Local Identifying Causal Relations in the Presence of Latent Variables ICML 2025 Advancing Textual Prompt Learning with Anchored Attributes ICCV 2025 Shy-hunyuan-MT at WMT25 General Machine Translation Shared Task EMNLP 2025 Can Language Models Follow Multiple Turns of Entangled Instructions? EMNLP 2025 GRIL: Knowledge Graph Retrieval-Integrated Learning with Large Language Models EMNLP 2025 UniConv: Unifying Retrieval and Response Generation for Large Language Models in Conversations ACL 2025 Aligning Large Language Models with Implicit Preferences from User-Generated Content ACL 2025 EERPD: Leveraging Emotion and Emotion Regulation for Improving Personality Detection COLING 2025 MiMoTable: A Multi-scale Spreadsheet Benchmark with Meta Operations for Table Reasoning COLING 2025 ArtFormer: Controllable Generation of Diverse 3D Articulated Objects CVPR 2025 DrAgent: Empowering Large Language Models as Medical Agents for Multi-hop Medical Reasoning EMNLP 2025 FastCuRL: Curriculum Reinforcement Learning with Stage-wise Context Scaling for Efficient Training R1-like Reasoning Models EMNLP 2025 IHEval: Evaluating Language Models on Following the Instruction Hierarchy NAACL 2025 Contrasting Adversarial Perturbations: The Space of Harmless Perturbations AAAI 2025 MEMORYLLM: Towards Self-Updatable Large Language Models ICML 2024 Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models NIPS 2024 Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs ACL 2024 Can Large Multimodal Models Uncover Deep Semantics Behind Images? ACL 2024 PromptKD: Unsupervised Prompt Distillation for Vision-Language Models CVPR 2024 Cascade Prompt Learning for Visual-Language Model Adaptation ECCV 2024 MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding EMNLP 2024 ModSCAN: Measuring Stereotypical Bias in Large Vision-Language Models from Vision and Language Modalities EMNLP 2024 Large Language Models Are Poor Clinical Decision-Makers: A Comprehensive Benchmark EMNLP 2024 IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce EMNLP 2024 Evolutionary Contrastive Distillation for Language Model Alignment EMNLP 2024 Language Models as Semantic Indexers ICML 2024 Local Causal Structure Learning in the Presence of Latent Variables ICML 2024 Common-Individual Semantic Fusion for Multi-View Multi-Label Learning IJCAI 2024 IterAlign: Iterative Constitutional Alignment of Large Language Models NAACL 2024 Enhancing User Intent Capture in Session-Based Recommendation with Attribute Patterns NIPS 2023 Graph Reasoning for Question Answering with Triplet Retrieval ACL 2023 Multimodal Prompt Learning for Product Title Generation with Extremely Limited Labels ACL 2023 FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery ACL 2023 NOTABLE: Transferable Backdoor Attacks Against Prompt-based NLP Models ACL 2023 HomoDistil: Homotopic Task-Agnostic Distillation of Pre-trained Transformers ICLR 2023 Data Poisoning Attacks Against Multimodal Encoders ICML 2023 Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text Generation NIPS 2023 ReCode: Robustness Evaluation of Code Generation Models ACL 2023 SCOTT: Self-Consistent Chain-of-Thought Distillation ACL 2023 Knowledge-Selective Pretraining for Attribute Value Extraction EMNLP 2023 Improving Consistency for Text Summarization with Energy Functions EMNLP 2023 People Taking Photos That Faces Never Share: Privacy Protection and Fairness Enhancement from Camera to User AAAI 2023 Curriculum Temperature for Knowledge Distillation AAAI 2023 Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative Training NAACL 2022 Multilingual Knowledge Graph Completion with Self-Supervised Adaptive Graph Alignment ACL 2022 Disentangling Task Relations for Few-shot Text Classification via Self-Supervised Hierarchical Task Clustering EMNLP 2022 Deep Multi-Modal Structural Equations For Causal Effect Estimation With Unstructured Proxies NIPS 2022 Multi-View Visual Semantic Embedding IJCAI 2022 FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer IJCAI 2022 Learning to Sample and Aggregate: Few-shot Reasoning over Temporal Knowledge Graphs NIPS 2022 DQ-BART: Efficient Sequence-to-Sequence Model via Joint Distillation and Quantization ACL 2022 Oriental Language Recognition (OLR) 2020: Summary and Analysis INTERSPEECH 2021 Phoneme-Aware and Channel-Wise Attentive Learning for Text Dependent Speaker Verification INTERSPEECH 2021 Additive Phoneme-Aware Margin Softmax Loss for Language Recognition INTERSPEECH 2021 Online Knowledge Distillation for Efficient Pose Estimation ICCV 2021 MetaTS: Meta Teacher-Student Network for Multilingual Sequence Labeling with Minimal Supervision EMNLP 2021 On the Usage of Multi-Feature Integration for Speaker Verification and Language Identification INTERSPEECH 2020 GAR: Graph Assisted Reasoning for Object Detection WACV 2020 Exploiting Visual Semantic Reasoning for Video-Text Retrieval IJCAI 2020 Efficient and Modularized Training on FPGA for Real-time Applications IJCAI 2020 Learn to Cross-lingual Transfer with Meta Graph Learning Across Heterogeneous Languages EMNLP 2020 The XMUSPEECH System for the AP19-OLR Challenge INTERSPEECH 2020 Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning IJCNLP 2019 Anti-Spoofing Speaker Verification System with Multi-Feature Integration and Multi-Task Learning INTERSPEECH 2019 Deep Speaker Embedding Extraction with Channel-Wise Feature Responses and Additive Supervision Softmax Loss Function INTERSPEECH 2019 Exploiting Coarse-to-Fine Task Transfer for Aspect-Level Sentiment Classification AAAI 2019 PyOD: A Python Toolbox for Scalable Outlier Detection JMLR 2019 Pingan Smart Health and SJTU at COIN - Shared Task: utilizing Pre-trained Language Models and Common-sense Knowledge in Machine Reading Tasks EMNLP 2019 Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning EMNLP 2019 Dimension-Free Bounds for Low-Precision Training NIPS 2019 End-to-End Adversarial Memory Network for Cross-domain Sentiment Classification IJCAI 2017