Xin Jiang

ToolACE-R: Model-aware Iterative Training and Adaptive Refinement for Tool learning AAAI 2026 Fine-Grained Image Retrieval via Dual-Vision Adaptation AAAI 2026 SepLLM: Accelerate Large Language Models by Compressing One Segment into One Separator ICML 2025 @BENCH: Benchmarking Vision-Language Models for Human-Centered Assistive Technology WACV 2025 FaceShot: Bring Any Character into Life ICLR 2025 Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning ICLR 2025 DAPE V2: Process Attention Score as Feature Map for Length Extrapolation ACL 2025 QuickLLaMA: Query-aware Inference Acceleration for Large Language Models COLING 2025 Subtle Errors in Reasoning: Preference Learning via Error-injected Self-editing ACL 2025 Implicit Search via Discrete Diffusion: A Study on Chess ICLR 2025 Bridging and Modeling Correlations in Pairwise Data for Direct Preference Optimization ICLR 2025 Forewarned is Forearmed: Harnessing LLMs for Data Synthesis via Failure-induced Exploration ICLR 2025 RevisEval: Improving LLM-as-a-Judge via Response-Adapted References ICLR 2025 Crowd Comparative Reasoning: Unlocking Comprehensive Evaluations for LLM-as-a-Judge ACL 2025 Exploiting Frequency Dynamics for Enhanced Multimodal Event-based Action Recognition ICCV 2025 A Unified Interpretation of Training-Time Out-of-Distribution Detection ICCV 2025 Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs’ Reasoning EMNLP 2025 Instruction-Tuning Data Synthesis from Scratch via Web Reconstruction ACL 2025 Mixture of insighTful Experts (MoTE): The Synergy of Reasoning Chains and Expert Mixtures in Self-Alignment ACL 2025 Learning to Align Multi-Faceted Evaluation: A Unified and Robust Framework ACL 2025 IMAGDressing-v1: Customizable Virtual Dressing AAAI 2025 CognitionCapturer: Decoding Visual Stimuli from Human EEG Signal with Multimodal Information AAAI 2025 ToolFlow: Boosting LLM Tool-Calling Through Natural and Coherent Dialogue Synthesis NAACL 2025 ToolACE: Winning the Points of LLM Function Calling ICLR 2025 Chain-of-Probe: Examining the Necessity and Accuracy of CoT Step-by-Step NAACL 2025 Not All Layers of LLMs Are Necessary During Inference IJCAI 2025 FlatQuant: Flatness Matters for LLM Quantization ICML 2025 Retrieval-based Disentangled Representation Learning with Natural Language Supervision ICLR 2024 Measuring Task Similarity and Its Implication in Fine-Tuning Graph Neural Networks AAAI 2024 Unsupervised Extractive Summarization with Learnable Length Control Strategies AAAI 2024 MT-Eval: A Multi-Turn Capabilities Evaluation Benchmark for Large Language Models EMNLP 2024 Preparing Lessons for Progressive Training on Language Models AAAI 2024 Visually Guided Generative Text-Layout Pre-training for Document Intelligence NAACL 2024 DAPE: Data-Adaptive Positional Encoding for Length Extrapolation NIPS 2024 Extracting Training Data from Molecular Pre-trained Models NIPS 2024 Diffusion of Thought: Chain-of-Thought Reasoning in Diffusion Language Models NIPS 2024 Delving into Multimodal Prompting for Fine-Grained Visual Classification AAAI 2024 FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Models ACL 2024 Learning to Edit: Aligning LLMs with Knowledge Editing ACL 2024 Prompt-Based Length Controlled Generation with Multiple Control Types ACL 2024 Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios ACL 2024 Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline NIPS 2023 KPT: Keyword-Guided Pre-training for Grounded Dialog Generation AAAI 2023 Gradually Excavating External Knowledge for Implicit Complex Question Answering EMNLP 2023 One Cannot Stand for Everyone! Leveraging Multiple User Simulators to train Task-oriented Dialogue Systems ACL 2023 CAME: Confidence-guided Adaptive Memory Efficient Optimization ACL 2023 mCLIP: Multilingual CLIP via Cross-lingual Transfer ACL 2023 Wukong-Reader: Multi-modal Pre-training for Fine-grained Visual Document Understanding ACL 2023 AutoConv: Automatically Generating Information-seeking Conversations with Large Language Models ACL 2023 NewsDialogues: Towards Proactive News Grounded Conversation ACL 2023 Structured Pruning for Efficient Generative Pre-trained Language Models ACL 2023 HyperPELT: Unified Parameter-Efficient Language Model Tuning for Both Language and Vision-and-Language Tasks ACL 2023 A Study on Transformer Configuration and Training Objective ICML 2023 Learning Summary-Worthy Visual Representation for Abstractive Summarization in Video IJCAI 2023 Improving Factual Consistency for Knowledge-Grounded Dialogue Systems via Knowledge Enhancement and Alignment EMNLP 2023 Reusing Pretrained Models by Multi-linear Operators for Efficient Training NIPS 2023 Better with Less: A Data-Active Perspective on Pre-Training Graph Neural Networks NIPS 2023 LiteVL: Efficient Video-Language Learning with Enhanced Spatial-Temporal Modeling EMNLP 2022 Towards Efficient Post-training Quantization of Pre-trained Language Models NIPS 2022 Wukong: A 100 Million Large-scale Chinese Cross-modal Pre-training Benchmark NIPS 2022 Unsupervised Adversarially Robust Representation Learning on Graphs AAAI 2022 Blindfolded Attackers Still Threatening: Strict Black-Box Adversarial Attacks on Graphs AAAI 2022 AutoBERT-Zero: Evolving BERT Backbone from Scratch AAAI 2022 UniMS: A Unified Framework for Multimodal Summarization with Knowledge Distillation AAAI 2022 bert2BERT: Towards Reusable Pretrained Language Models ACL 2022 ClusterFormer: Neural Clustering Attention for Efficient and Effective Transformer ACL 2022 Compression of Generative Pre-trained Language Models via Quantization ACL 2022 Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question Answering ACL 2022 Compilable Neural Code Generation with Compiler Feedback ACL 2022 Controlled Text Generation Using Dictionary Prior in Variational Autoencoders ACL 2022 MINER: Multi-Interest Matching Network for News Recommendation ACL 2022 Read before Generate! Faithful Long Form Question Answering with Machine Reading ACL 2022 How Pre-trained Language Models Capture Factual Knowledge? A Causal-Inspired Analysis ACL 2022 Enabling Multimodal Generation on CLIP via Vision-Language Knowledge Distillation ACL 2022 MTRec: Multi-Task Learning over BERT for News Recommendation ACL 2022 UniDS: A Unified Dialogue System for Chit-Chat and Task-oriented Dialogues ACL 2022 Pan More Gold from the Sand: Refining Open-domain Dialogue Training with Noisy Self-Retrieval Generation COLING 2022 UTC: A Unified Transformer With Inter-Task Contrastive Learning for Visual Dialog CVPR 2022 Revisiting Pre-trained Language Models and their Evaluation for Arabic Natural Language Processing EMNLP 2022 G-MAP: General Memory-Augmented Pre-trained Language Model for Domain Tasks EMNLP 2022 Hypoformer: Hybrid Decomposition Transformer for Edge-friendly Neural Machine Translation EMNLP 2022 Pre-training Language Models with Deterministic Factual Knowledge EMNLP 2022 Towards Identifying Social Bias in Dialog Systems: Framework, Dataset, and Benchmark EMNLP 2022 Offline-to-Online Co-Evolutional User Simulator and Dialogue System EMNLP 2022 SPIRAL: Self-supervised Perturbation-Invariant Representation Learning for Speech Pre-Training ICLR 2022 Exploring extreme parameter compression for pre-trained language models ICLR 2022 FILIP: Fine-grained Interactive Language-Image Pre-Training ICLR 2022 Boosting Graph Structure Learning with Dummy Nodes ICML 2022 CoCA-MDD: A Coupled Cross-Attention based Framework for Streaming Mispronunciation Detection and Diagnosis INTERSPEECH 2022 FreeTransfer-X: Safe and Label-Free Cross-Lingual Transfer from Off-the-Shelf Models NAACL 2022 LMTurk: Few-Shot Learners as Crowdsourcing Workers in a Language-Model-as-a-Service Framework NAACL 2022 BinaryBERT: Pushing the Limit of BERT Quantization ACL 2021 Exploring Discourse Structures for Argument Impact Classification ACL 2021 GhostBERT: Generate More Features with Cheap Operations for BERT IJCNLP 2021 On Position Embeddings in BERT ICLR 2021 Reweighting Augmented Samples by Minimizing the Maximal Expected Loss ICLR 2021 AutoTinyBERT: Automatic Hyper-parameter Optimization for Efficient Pre-trained Language Models IJCNLP 2021 BinaryBERT: Pushing the Limit of BERT Quantization IJCNLP 2021 Exploring Discourse Structures for Argument Impact Classification IJCNLP 2021 DyLex: Incorporating Dynamic Lexicons into BERT for Sequence Labeling EMNLP 2021 Improving Unsupervised Question Answering via Summarization-Informed Question Generation EMNLP 2021 Generate & Rank: A Multi-task Framework for Math Word Problems EMNLP 2021 HopRetriever: Retrieve Hops over Wikipedia to Answer Complex Questions AAAI 2021 GhostBERT: Generate More Features with Cheap Operations for BERT ACL 2021 Improved OOD Generalization via Adversarial Training and Pretraing ICML 2021 Continuous Self-Attention Models with Neural ODE Networks AAAI 2021 AutoTinyBERT: Automatic Hyper-parameter Optimization for Efficient Pre-trained Language Models ACL 2021 Progressive Memory Banks for Incremental Domain Adaptation ICLR 2020 Unsupervised Text Generation by Learning from Search NIPS 2020 A General Framework for Adaptation of Neural Machine Translation to Simultaneous Translation AACL 2020 HyperText: Endowing FastText with Hyperbolic Geometry EMNLP 2020 Accurate Word Alignment Induction from Neural Machine Translation EMNLP 2020 TernaryBERT: Distillation-aware Ultra-low Bit BERT EMNLP 2020 On the Importance of Word and Sentence Representation Learning in Implicit Discourse Relation Classification IJCAI 2020 Probabilistically Masked Language Model Capable of Autoregressive Generation in Arbitrary Word Order ACL 2020 An Investigation of Few-Shot Learning in Spoken Term Classification INTERSPEECH 2020 Dialog State Tracking with Reinforced Data Augmentation AAAI 2020 DynaBERT: Dynamic BERT with Adaptive Width and Depth NIPS 2020 TinyBERT: Distilling BERT for Natural Language Understanding EMNLP 2020 BERT-MK: Integrating Graph Contextualized Knowledge into Pre-trained Language Models EMNLP 2020 Exploring Diverse Expressions for Paraphrase Generation IJCNLP 2019 Decomposable Neural Paraphrase Generation ACL 2019 ERNIE: Enhanced Language Representation with Informative Entities ACL 2019 Exploring Diverse Expressions for Paraphrase Generation EMNLP 2019 CRST: a Claim Retrieval System in Twitter COLING 2018 Interpretable Rationale Augmented Charge Prediction System COLING 2018 Interpretable Charge Predictions for Criminal Cases: Learning to Generate Court Views from Fact Descriptions NAACL 2018 Paraphrase Generation with Deep Reinforcement Learning EMNLP 2018 Neural Generative Question Answering IJCAI 2016