Feng Zhang

IceBreaker for Conversational Agents: Breaking the First-Message Barrier with Personalized Starters ACL 2026 Efficient Paths and Dense Rewards: Probabilistic Flow Reasoning for Large Language Models ACL 2026 DuoCast: Duo-Probabilistic Diffusion for Precipitation Nowcasting AAAI 2026 Vision-language Incremental Learning with Dual Class-individual Memory AAAI 2026 STAPO: Selective Trajectory-Aware Policy Optimization for LLM Agent Training ACL 2026 AdaDHP: Fine-Grained Fine-Tuning via Dual Hadamard Product and Adaptive Parameter Selection ACL 2025 SEP-MLDC: A Simple and Effective Paradigm for Multi-Label Document Classification NAACL 2025 Multi-Label Few-Shot Image Classification via Pairwise Feature Augmentation and Flexible Prompt Learning AAAI 2025 Robust Low-light Scene Restoration via Illumination Transition ICCV 2025 Mitigating Hallucination in Large Vision-Language Models through Aligning Attention Distribution to Information Flow EMNLP 2025 Clear Up Confusion: Iterative Differential Generation for Fine-grained Intent Detection with Contrastive Feedback COLING 2025 StructEval: Deepen and Broaden Large Language Model Assessment via Structured Evaluation ACL 2024 UQ-Guided Hyperparameter Optimization for Iterative Learners NIPS 2024 Sim2Real-Fire: A Multi-modal Simulation Dataset for Forecast and Backtracking of Real-world Forest Fire NIPS 2024 PLIP: Language-Image Pre-training for Person Representation Learning NIPS 2024 Liberating Seen Classes: Boosting Few-Shot and Zero-Shot Text Classification via Anchor Generation and Classification Reframing AAAI 2024 Depression Detection via Capsule Networks with Contrastive Learning AAAI 2024 SELP: A Semantically-Driven Approach for Separated and Accurate Class Prototypes in Few-Shot Text Classification ACL 2024 From Discrimination to Generation: Low-Resource Intent Detection with Language Model Instruction Tuning ACL 2024 UFineBench: Towards Text-based Person Retrieval with Ultra-fine Granularity CVPR 2024 Real-Time Exposure Correction via Collaborative Transformations and Adaptive Sampling CVPR 2024 Event-Based Motion Magnification ECCV 2024 Xinference: Making Large Model Serving Easy EMNLP 2024 A Coarse-to-Fine Prototype Learning Approach for Multi-Label Few-Shot Intent Detection EMNLP 2024 Towards General Low-Light Raw Noise Synthesis and Modeling ICCV 2023 Type Enhanced BERT for Correcting NER Errors ACL 2023 Dual Class Knowledge Propagation Network for Multi-label Few-shot Intent Detection ACL 2023 Boosting Few-Shot Text Classification via Distribution Estimation AAAI 2023 Lookup Table meets Local Laplacian Filter: Pyramid Reconstruction Network for Tone Mapping NIPS 2023 HQA-Attack: Toward High Quality Black-Box Hard-Label Adversarial Attack on Text NIPS 2023 SSPAttack: A Simple and Sweet Paradigm for Black-Box Hard-Label Textual Adversarial Attack AAAI 2023 Transductive Feature Space Regularization for Few-shot Bioacoustic Event Detection INTERSPEECH 2023 TREC: Transient Redundancy Elimination-based Convolution NIPS 2022 Dite-HRNet: Dynamic Lightweight High-Resolution Network for Human Pose Estimation IJCAI 2022 Hubble: Performance Debugging with In-Production, Just-In-Time Method Tracing on Android OSDI 2022 TexSmart: A System for Enhanced Natural Language Understanding ACL 2021 Efficient Deep Image Denoising via Class Specific Convolution AAAI 2021 An Explicit-Joint and Supervised-Contrastive Learning Framework for Few-Shot Intent Classification and Slot Filling EMNLP 2021 KLMo: Knowledge Graph Enhanced Pretrained Language Model with Fine-Grained Relationships EMNLP 2021 Concept-Based Label Embedding via Dynamic Routing for Hierarchical Text Classification ACL 2021 PLOME: Pre-training with Misspelled Knowledge for Chinese Spelling Correction ACL 2021 PLOME: Pre-training with Misspelled Knowledge for Chinese Spelling Correction IJCNLP 2021 Concept-Based Label Embedding via Dynamic Routing for Hierarchical Text Classification IJCNLP 2021 TexSmart: A System for Enhanced Natural Language Understanding IJCNLP 2021 UniKeyphrase: A Unified Extraction and Generation Framework for Keyphrase Prediction IJCNLP 2021 UniKeyphrase: A Unified Extraction and Generation Framework for Keyphrase Prediction ACL 2021 PewLSTM: Periodic LSTM with Weather-Aware Gating Mechanism for Parking Behavior Prediction IJCAI 2020 Distribution-Aware Coordinate Representation for Human Pose Estimation CVPR 2020 Hierarchical Photo-Scene Encoder for Album Storytelling AAAI 2019 Fast Human Pose Estimation CVPR 2019 Event Detection without Triggers NAACL 2019