Jingjing Liu

Universal Actions for Enhanced Embodied Foundation Models CVPR 2025 Contrastive Private Data Synthesis via Weighted Multi-PLM Fusion ICML 2025 Rethinking Diffusion Posterior Sampling: From Conditional Score Estimator to Maximizing a Posterior ICLR 2025 A Periodic Bayesian Flow for Material Generation ICLR 2025 Diffusion-Based Planning for Autonomous Driving with Flexible Guidance ICLR 2025 RepoDebug: Repository-Level Multi-Task and Multi-Language Debugging Evaluation of Large Language Models EMNLP 2025 Instruction-Guided Visual Masking NIPS 2024 Multimodal Molecular Pretraining via Modality Blending ICLR 2024 Safe Offline Reinforcement Learning with Feasibility-Guided Diffusion Model ICLR 2024 FuseGen: PLM Fusion for Data-generation based Zero-shot Learning EMNLP 2024 Idempotence and Perceptual Image Compression ICLR 2024 Emu: Generative Pretraining in Multimodality ICLR 2024 CapsFusion: Rethinking Image-Text Data at Scale CVPR 2024 Generative Multimodal Models are In-Context Learners CVPR 2024 Unified Generative Modeling of 3D Molecules with Bayesian Flow Networks ICLR 2024 DecisionNCE: Embodied Multimodal Representations via Implicit Preference Learning ICML 2024 Mesa-Extrapolation: A Weave Position Encoding Method for Enhanced Extrapolation in LLMs NIPS 2024 TVT: Transferable Vision Transformer for Unsupervised Domain Adaptation WACV 2023 Idempotent Learned Image Compression with Right-Inverse NIPS 2023 DrugCLIP: Contrastive Protein-Molecule Representation Learning for Virtual Screening NIPS 2023 Breaching FedMD: Image Recovery via Paired-Logits Inversion Attack CVPR 2023 When Data Geometry Meets Deep Function: Generalizing Offline Reinforcement Learning ICLR 2023 Multimodal Federated Learning via Contrastive Representation Ensemble ICLR 2023 Mind the Gap: Offline Policy Optimization for Imperfect Rewards ICLR 2023 Bit Allocation using Optimization ICML 2023 Playing Lottery Tickets with Vision and Language AAAI 2022 Adversarial Contrastive Learning via Asymmetric InfoNCE ECCV 2022 Efficient Robust Training via Backward Smoothing AAAI 2022 Wasserstein Contrastive Representation Distillation CVPR 2021 EarlyBERT: Efficient BERT Training via Early-bird Lottery Tickets IJCNLP 2021 Adversarial VQA: A New Benchmark for Evaluating the Robustness of VQA Models ICCV 2021 Data-Efficient GAN Training Beyond (Just) Augmentations: A Lottery Ticket Perspective NIPS 2021 InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective ICLR 2021 APo-VAE: Text Generation in Hyperbolic Space NAACL 2021 LightningDOT: Pre-training Visual-Semantic Embeddings for Real-Time Image-Text Retrieval NAACL 2021 Meta Module Network for Compositional Visual Reasoning WACV 2021 The Elastic Lottery Ticket Hypothesis NIPS 2021 FILTER: An Enhanced Fusion Method for Cross-lingual Language Understanding AAAI 2021 Cluster-Former: Clustering-based Sparse Transformer for Question Answering IJCNLP 2021 EarlyBERT: Efficient BERT Training via Early-bird Lottery Tickets ACL 2021 Cluster-Former: Clustering-based Sparse Transformer for Question Answering ACL 2021 UC2: Universal Cross-Lingual Cross-Modal Vision-and-Language Pre-Training CVPR 2021 Less Is More: ClipBERT for Video-and-Language Learning via Sparse Sampling CVPR 2021 BachGAN: High-Resolution Image Synthesis From Salient Object Layout CVPR 2020 DIALOGPT : Large-Scale Generative Pre-training for Conversational Response Generation ACL 2020 Behind the Scene: Revealing the Secrets of Pre-trained Vision-and-Language Models ECCV 2020 UNITER: UNiversal Image-TExt Representation Learning ECCV 2020 Cross-Thought for Sentence Encoder Pre-training EMNLP 2020 Contrastive Distillation on Intermediate Representations for Language Model Compression EMNLP 2020 HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training EMNLP 2020 Hierarchical Graph Network for Multi-hop Question Answering EMNLP 2020 Multi-Fact Correction in Abstractive Text Summarization EMNLP 2020 Contextual Text Style Transfer EMNLP 2020 Distilling Knowledge Learned in BERT for Text Generation ACL 2020 Discourse-Aware Neural Extractive Text Summarization ACL 2020 FreeLB: Enhanced Adversarial Training for Natural Language Understanding ICLR 2020 Multi-Level Head-Wise Match and Aggregation in Transformer for Textual Sequence Matching AAAI 2020 What Makes A Good Story? Designing Composite Rewards for Visual Storytelling AAAI 2020 Graph Optimal Transport for Cross-Domain Alignment ICML 2020 Large-Scale Adversarial Training for Vision-and-Language Representation Learning NIPS 2020 Violin: A Large-Scale Dataset for Video-and-Language Inference CVPR 2020 Relation-Aware Graph Attention Network for Visual Question Answering ICCV 2019 Adversarial Domain Adaptation for Machine Reading Comprehension EMNLP 2019 Switch-Based Active Deep Dyna-Q: Efficient Adaptive Planning for Task-Completion Dialogue Policy Learning AAAI 2019 StoryGAN: A Sequential Conditional GAN for Story Visualization CVPR 2019 Tactical Rewind: Self-Correction via Backtracking in Vision-And-Language Navigation CVPR 2019 Patient Knowledge Distillation for BERT Model Compression IJCNLP 2019 Multi-task Learning with Sample Re-weighting for Machine Reading Comprehension NAACL 2019 Unsupervised Deep Structured Semantic Models for Commonsense Reasoning NAACL 2019 Multi-step Reasoning via Recurrent Dual Attention for Visual Dialog ACL 2019 Patient Knowledge Distillation for BERT Model Compression EMNLP 2019 Adversarial Domain Adaptation for Machine Reading Comprehension IJCNLP 2019 Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning EMNLP 2018 Deep Dyna-Q: Integrating Planning for Task-Completion Dialogue Policy Learning ACL 2018 Language-Based Image Editing With Recurrent Attentive Models CVPR 2018 Dialogue-Oriented Review Summary Generation for Spoken Dialogue Recommendation Systems NAACL 2010 Review Sentiment Scoring via a Parse-and-Paraphrase Paradigm EMNLP 2009 Low-Quality Product Review Detection in Opinion Summarization EMNLP 2007 Low-Quality Product Review Detection in Opinion Summarization CONLL 2007