Zilong Zheng

MMUIE: Massive Multi-Domain Universal Information Extraction for Long Documents EACL 2026 v-HUB: A Benchmark for Video Humor Understanding from Vision and Sound ACL 2026 Adaptive Preference Optimization with Uncertainty-aware Utility Anchor EMNLP 2025 Amulet: ReAlignment During Test Time for Personalized Preference Adaptation of LLMs ICLR 2025 Are the Values of LLMs Structurally Aligned with Humans? A Causal Perspective ACL 2025 DiveR-CT: Diversity-enhanced Red Teaming Large Language Model Assistants with Relaxing Constraints AAAI 2025 How to Synthesize Text Data without Model Collapse? ICML 2025 In-Context Editing: Learning Knowledge from Self-Induced Distributions ICLR 2025 Look Both Ways and No Sink: Converting LLMs into Text Encoders without Training ACL 2025 MCU: An Evaluation Framework for Open-Ended Game Agents ICML 2025 MMKE-Bench: A Multimodal Editing Benchmark for Diverse Visual Knowledge ICLR 2025 OmniMMI: A Comprehensive Multi-modal Interaction Benchmark in Streaming Video Contexts CVPR 2025 ReflectEvo: Improving Meta Introspection of Small LLMs by Learning Self-Reflection ACL 2025 Reinforced Query Reasoners for Reasoning-intensive Retrieval Tasks EMNLP 2025 TokenSwift: Lossless Acceleration of Ultra Long Sequence Generation ICML 2025 Understanding and Leveraging the Expert Specialization of Context Faithfulness in Mixture-of-Experts LLMs EMNLP 2025 VideoLLaMB: Long Streaming Video Understanding with Recurrent Memory Bridges ICCV 2025 An Efficient Recipe for Long Context Extension via Middle-Focused Positional Encoding NeurIPS 2024 Boosting LLM Agents with Recursive Contemplation for Effective Deception Handling ACL 2024 Combining Supervised Learning and Reinforcement Learning for Multi-Label Classification Tasks with Partial Labels ACL 2024 Efficient Temporal Extrapolation of Multimodal Large Language Models with Temporal Grounding Bridge EMNLP 2024 LangSuit·E: Planning, Controlling and Interacting with Large Language Models in Embodied Text Environments ACL 2024 LooGLE: Can Long-Context Language Models Understand Long Contexts? ACL 2024 Mars: Situated Inductive Reasoning in an Open-World Environment NeurIPS 2024 MathBench: Evaluating the Theory and Application Proficiency of LLMs with a Hierarchical Mathematics Benchmark ACL 2024 MindAgent: Emergent Gaming Interaction NAACL 2024 Towards More Realistic Chinese Spell Checking with New Benchmark and Specialized Expert Model COLING 2024 Varying Sentence Representations via Condition-Specified Routers EMNLP 2024 Diplomat: A Dialogue Dataset for Situated PragMATic Reasoning NeurIPS 2023 Modeling Instance Interactions for Joint Information Extraction with Neural High-Order Conditional Random Field ACL 2023 ProBio: A Protocol-guided Multimodal Dataset for Molecular Biology Lab NeurIPS 2023 Rethinking Dictionaries and Glyphs for Chinese Language Pre-training ACL 2023 Semi-automatic Data Enhancement for Document-Level Relation Extraction with Distant Supervision from Large Language Models EMNLP 2023 SQA3D: Situated Question Answering in 3D Scenes ICLR 2023 VSTAR: A Video-grounded Dialogue Dataset for Situated Semantic Understanding with Scene and Topic Transitions ACL 2023 Energy-Based Generative Cooperative Saliency Prediction AAAI 2022 SHARP: Search-Based Adversarial Attack for Structured Prediction NAACL 2022 Unsupervised Vision-Language Grammar Induction with Shared Structure Modeling ICLR 2022 Unsupervised Vision-Language Parsing: Seamlessly Bridging Visual Scene Graphs With Language Structures via Dependency Relationships CVPR 2022 Generative PointNet: Deep Energy-Based Learning on Unordered Point Sets for 3D Generation, Reconstruction and Classification CVPR 2021 GRICE: A Grammar-based Dataset for Recovering Implicature and Conversational rEasoning ACL 2021 Learning Cycle-Consistent Cooperative Networks via Alternating MCMC Teaching for Unsupervised Cross-Domain Translation AAAI 2021 Learning Energy-Based Model with Variational Auto-Encoder as Amortized Sampler AAAI 2021 Learning Triadic Belief Dynamics in Nonverbal Communication From Videos CVPR 2021 Patchwise Generative ConvNet: Training Energy-Based Models From a Single Natural Image for Internal Learning CVPR 2021 Motion-Based Generator Model: Unsupervised Disentanglement of Appearance, Trackable and Intrackable Motions in Dynamic Patterns AAAI 2020 Learning Dynamic Generator Model by Alternating Back-Propagation through Time AAAI 2019 Reasoning Visual Dialogs With Structural and Partial Observations CVPR 2019 Learning Descriptor Networks for 3D Shape Synthesis and Analysis CVPR 2018