← Authors

Zhiting Hu

60 papers · 2015–2026 · 14 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (14) πŸƒ Academic Marathon (10) πŸ—ΊοΈ Taxonomy Completionist (99) 🌈 Renaissance Researcher (10) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (15) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌟 Keyword Trendsetter Combo (7) 🀝 Dynamic Duo (24) πŸ† Grand Slam πŸ‘₯ Mega-Team (24) πŸ”¬ Deep Specialist (12) 🧬 Topic Evolution πŸ† Keyword Champion πŸš€ Conference Pioneer ❓ The Questioner πŸ—ƒοΈ Keyword Collector (234) πŸ”₯ Unstoppable (11) ⚑ Prolific Year (8) πŸ’Ž Century Club (59) πŸ“ˆ Trend Setter

Conferences

EMNLP (13) ACL (12) NIPS (12) ICML (5) NAACL (4) ICCV (3) ICLR (3) AAAI (2) AISTATS (1) COLING (1) EACL (1) IJCAI (1) IJCNLP (1) JMLR (1)

Top co-authors

Eric Xing (24) Eric P. Xing (18) Xiaodan Liang (16) Zichao Yang (15) Bowen Tan (11) Ruslan Salakhutdinov (9) Zhengzhong Liu (8) LIANHUI Qin (7) Eric P Xing (6) Tianmin Shu (4)

Keywords

text generation (12) reinforcement learning (7) large language model (6) language model (4) knowledge graph (4) gaussian process (3) natural language generation (3) pretrained language model (3) vision-language model (3) dialogue system (3) variational inference (3) generative adversarial network (3) world model (3) few-shot learning (2) deep kernel learning (2) multi-task learning (2) neural text generation (2) text style transfer (2) multimodal learning (2) benchmark evaluation (2)

Papers

Vision-G1: Towards General Reasoning Vision-Language Models via Reinforcement Learning AAAI 2026
Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation ACL 2025
Synthesizing Privacy-Preserving Text Data via Finetuning *without* Finetuning Billion-Scale LLMs ICML 2025
RedCoast: A Lightweight Tool to Automate Distributed Training of LLMs on Any GPU/TPUs NAACL 2024
MMToM-QA: Multimodal Theory of Mind Question Answering ACL 2024
UOUO: Uncontextualized Uncommon Objects for Measuring Knowledge Horizons of Vision Language Models EMNLP 2024
PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization ICLR 2024
Unified Generation, Reconstruction, and Representation: Generalized Diffusion with Adaptive Latent Encoding-Decoding ICML 2024
Dynamic Rewarding with Prompt Optimization Enables Tuning-free Self-Alignment of Language Models EMNLP 2024
Reasoning with Language Model is Planning with World Model EMNLP 2023
ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings NIPS 2023
Cappy: Outperforming and Boosting Large Multi-Task LMs with a Small Scorer NIPS 2023
Language Models Meet World Models: Embodied Experiences Enhance Language Models NIPS 2023
Text Alignment Is An Efficient Unified Model for Massive NLP Tasks NIPS 2023
AlignScore: Evaluating Factual Consistency with A Unified Alignment Function ACL 2023
BertNet: Harvesting Knowledge Graphs with Arbitrary Relations from Pretrained Language Models ACL 2023
Composable Text Controls in Latent Space with ODEs EMNLP 2023
RLPrompt: Optimizing Discrete Text Prompts with Reinforcement Learning EMNLP 2022
Don’t Take It Literally: An Edit-Invariant Sequence Loss for Text Generation NAACL 2022
ASDOT: Any-Shot Data-to-Text Generation with Pretrained Language Models EMNLP 2022
Efficient (Soft) Q-Learning for Text Generation with Limited Good Data EMNLP 2022
A Causal Lens for Controllable Text Generation NIPS 2021
Compression, Transduction, and Creation: A Unified Framework for Evaluating Natural Language Generation EMNLP 2021
Knowledge-Enriched Natural Language Generation EMNLP 2021
Progressive Generation of Long Text with Pretrained Language Models NAACL 2021
Semantic Aligned Multi-modal Transformer for Vision-LanguageUnderstanding: A Preliminary Study on Visual QA NAACL 2021
Summarizing Text on Any Aspects: A Knowledge-Informed Weakly-Supervised Approach EMNLP 2020
Data-to-Text Generation with Style Imitation EMNLP 2020
Improving GAN Training with Probability Ratio Clipping and Sample Reweighting NIPS 2020
A Data-Centric Framework for Composable NLP Workflows EMNLP 2020
AutoLoss: Learning Discrete Schedule for Alternate Optimization ICLR 2019
Learning Data Manipulation for Augmentation and Weighting NIPS 2019
Knowledge-Driven Encode, Retrieve, Paraphrase for Medical Image Report Generation AAAI 2019
Target-Guided Open-Domain Conversation ACL 2019
Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation ACL 2019
Towards Multi-Pose Guided Virtual Try-On Network ICCV 2019
Unsupervised Text Style Transfer using Language Models as Discriminators NIPS 2018
On Unifying Deep Generative Models ICLR 2018
Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report Generation NIPS 2018
Texar: A Modularized, Versatile, and Extensible Toolbox for Text Generation ACL 2018
Automatic Article Commenting: the Task and Dataset ACL 2018
Symbolic Graph Reasoning Meets Convolutions NIPS 2018
Deep Generative Models with Learnable Knowledge Constraints NIPS 2018
Neural Machine Translation with Recurrent Attention Modeling EACL 2017
Recurrent Topic-Transition GAN for Visual Paragraph Generation ICCV 2017
Nonparametric Variational Auto-Encoders for Hierarchical Representation Learning ICCV 2017
Adversarial Connective-exploiting Networks for Implicit Discourse Relation Classification ACL 2017
Toward Controlled Generation of Text ICML 2017
Improved Variational Autoencoders for Text Modeling using Dilated Convolutions ICML 2017
Learning Scalable Deep Kernels with Recurrent Structure JMLR 2017
Harnessing Deep Neural Networks with Logic Rules ACL 2016
Learning Concept Taxonomies from Multi-modal Data ACL 2016
Grounding Topic Models with Knowledge Bases IJCAI 2016
Stochastic Variational Deep Kernel Learning NIPS 2016
Deep Kernel Learning AISTATS 2016
Joint Embedding of Hierarchical Categories and Entities for Concept Categorization and Dataless Classification COLING 2016
Deep Neural Networks with Massive Learned Knowledge EMNLP 2016
Entity Hierarchy Embedding IJCNLP 2015
Large-scale Distributed Dependent Nonparametric Trees ICML 2015
Entity Hierarchy Embedding ACL 2015