PPaperPicks

Xi Chen

56 papers at tracked venues · 37 at CORE A* · active 2024–2026

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Venues

AAAI ×12EMNLP ×7NeurIPS ×7ACL ×5CVPR ×4NAACL ×4ICLR ×3ICML ×3MICCAI ×3EACL ×1ECCV ×1ICCV ×1ICDE ×1ICRA ×1IJCAI ×1InterSpeech ×1SIGMOD ×1

Frequent coauthors

Min Zeng
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Zhenpeng Huang
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Yuxing Han
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Zeyu Yang
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Hongwang Xiao
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Zhaoyang Wei
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Yunbo Long
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Xinhao Zhang
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Jian Li
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Yunfan Zhang
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Biao Yang
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Peter Chen
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Papers

  1. ActorMind: Emulating Human Actor Reasoning for Speech Role-Playing
    ACL 2026 · Xi Chen
  2. ByteHouse: ByteDance's Cloud-Native Data Warehouse for Real-Time Multimodal Data Analytics
    SIGMOD 2026 ·
    Yuxing Han
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  3. How Does Chain of Thought Think? Mechanistic Interpretability of Chain-of-Thought Reasoning with Sparse Autoencoding
    AAAI 2026 · Xi Chen
  4. SASST: Leveraging Syntax-Aware Chunking and LLMs for Simultaneous Speech Translation
    AAAI 2026 ·
    Zeyu Yang
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  5. STELLA: A Multimodal LLM for Protein Functional Annotation via Unified Sequence-Structure Encoding
    ACL 2026 ·
    Hongwang Xiao
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  6. Seeing Is Believing: Grounding Long-Video Understanding in Spatio-Temporal Visual Evidence
    AAAI 2026 ·
    Zhaoyang Wei
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  7. Sparse Adapter Fusion for Continual Learning in NLP
    EACL 2026 ·
    Min Zeng
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  8. Topological Federated Clustering via Gravitational Potential Fields Under Local Differential Privacy
    AAAI 2026 ·
    Yunbo Long
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  9. What Makes an LLM a Good Optimizer? A Trajectory Analysis of LLM-Guided Evolutionary Search
    ACL 2026 ·
    Xinhao Zhang
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  10. Ambiguity Awareness Optimization: Towards Semantic Disambiguation for Direct Preference Optimization
    EMNLP 2025 ·
    Jian Li
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  11. Asynchronous Federated Clustering with Unknown Number of Clusters
    AAAI 2025 ·
    Yunfan Zhang
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  12. AttentionDrag: Exploiting Latent Correlation Knowledge in Pre-trained Diffusion Models for Image Editing
    IJCAI 2025 ·
    Biao Yang
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  13. ComPO: Preference Alignment via Comparison Oracles
    NeurIPS 2025 ·
    Peter Chen
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  14. ConStyX: Content Style Augmentation for Generalizable Medical Image Segmentation
    MICCAI 2025 · Xi Chen
  15. Conan-Embedding-v2: Training an LLM from Scratch for Text Embeddings
    EMNLP 2025 ·
    Shiyu Li
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  16. CryoGEN: Generative Energy-based Models for Cryogenic Electron Tomography Reconstruction
    ICLR 2025 ·
    Yunfei Teng
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  17. Debate-Feedback: A Multi-Agent Framework for Efficient Legal Judgment Prediction
    NAACL 2025 · Xi Chen
  18. Decoupling Metacognition from Cognition: A Framework for Quantifying Metacognitive Ability in LLMs
    AAAI 2025 ·
    Guoqing Wang
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  19. Disentangled Modeling of Preferences and Social Influence for Group Recommendation
    AAAI 2025 ·
    Guangze Ye
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  20. EIDT-V: Exploiting Intersections in Diffusion Trajectories for Model-Agnostic, Zero-Shot, Training-Free Text-to-Video Generation
    CVPR 2025 ·
    Diljeet Jagpal
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  21. Embodied VideoAgent: Persistent Memory from Egocentric Videos and Embodied Sensors Enables Dynamic Scene Understanding
    ICCV 2025 ·
    Yue Fan
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  22. Exploring the Impact of Personality Traits on LLM Bias and Toxicity
    EMNLP 2025 ·
    Shuo Wang
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  23. Fira: Can We Achieve Full-rank Training of LLMs Under Low-rank Constraint?
    NeurIPS 2025 · Xi Chen
  24. HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation
    ACL 2025 ·
    Hao Liu
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  25. LongVPO: From Anchored Cues to Self-Reasoning for Long-Form Video Preference Optimization
    NeurIPS 2025 ·
    Zhenpeng Huang
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  26. MotionStone: Decoupled Motion Intensity Modulation with Diffusion Transformer for Image-to-Video Generation
    CVPR 2025 ·
    Shuwei Shi
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  27. OmniVCus: Feedforward Subject-driven Video Customization with Multimodal Control Conditions
    NeurIPS 2025 ·
    Yuanhao Cai
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  28. Online Video Understanding: OVBench and VideoChat-Online
    CVPR 2025 ·
    Zhenpeng Huang
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  29. Pragmatic Inference Chain (PIC) Improving LLMs' Reasoning of Authentic Implicit Toxic Language
    EMNLP 2025 · Xi Chen
  30. Predicting Adolescent Suicidal Risk from Multi-task-based Speech: An Ensemble Learning Approach
    InterSpeech 2025 · Xi Chen
  31. Prototype Conditioned Generative Replay for Continual Learning in NLP
    NAACL 2025 · Xi Chen
  32. Reverse Region-to-Entity Annotation for Pixel-Level Visual Entity Linking
    AAAI 2025 ·
    Zhengfei Xu
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  33. Self-supervised Axial Super-Resolution for Volume Microscopy via Diffusion-Guided Structure Distillation
    MICCAI 2025 ·
    Bohao Chen
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  34. Sheaf Discovery with Joint Computation Graph Pruning and Flexible Granularity
    EMNLP 2025 ·
    Lei Yu
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  35. TC-LLaVA: Rethinking the Transfer of LLava from Image to Video Understanding with Temporal Considerations
    AAAI 2025 ·
    Mingze Gao
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  36. Task-wrapped Continual Learning in Task-Oriented Dialogue Systems
    NAACL 2025 ·
    Min Zeng
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  37. The Distributional Reward Critic Framework for Reinforcement Learning Under Perturbed Rewards
    AAAI 2025 · Xi Chen
  38. UniGraspTransformer: Simplified Policy Distillation for Scalable Dexterous Robotic Grasping
    CVPR 2025 ·
    Wenbo Wang
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  39. Unleashing Diffusion Transformers for Visual Correspondence by Modulating Massive Activations
    NeurIPS 2025 ·
    Chaofan Gan
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  40. VRoPE: Rotary Position Embedding for Video Large Language Models
    EMNLP 2025 ·
    Zikang Liu
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  41. Zero-shot Denoising via Neural Compression: Theoretical and algorithmic framework
    NeurIPS 2025 ·
    Ali Zafari
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  42. Aligning and Restoring Imperfect ssEM Images for Continuity Reconstruction
    MICCAI 2024 ·
    Yanan Lv
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  43. Bagged Deep Image Prior for Recovering Images in the Presence of Speckle Noise
    ICML 2024 · Xi Chen
  44. Beyond Read-Only: Crafting a Comprehensive Chinese Text-to-SQL Dataset for Database Manipulation and Query
    NAACL 2024 · Xi Chen
  45. Calibrated One Round Federated Learning with Bayesian Inference in the Predictive Space
    AAAI 2024 ·
    Mohsin Hasan
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  46. Exploiting Symmetric Temporally Sparse BPTT for Efficient RNN Training
    AAAI 2024 · Xi Chen
  47. Inductive Link Prediction for Sequential-emerging Knowledge Graph
    ICDE 2024 ·
    Yufeng Zhang
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  48. LLaST: Improved End-to-end Speech Translation System Leveraged by Large Language Models
    ACL 2024 · Xi Chen
  49. Open X-Embodiment: Robotic Learning Datasets and RT-X Models : Open X-Embodiment Collaboration
    ICRA 2024 ·
    Abby O'Neill
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  50. PolyVoice: Language Models for Speech to Speech Translation
    ICLR 2024 ·
    Qianqian Dong
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  51. Rethinking Generative Large Language Model Evaluation for Semantic Comprehension
    ICML 2024 ·
    Fangyun Wei
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  52. Self-supervised Preference Optimization: Enhance Your Language Model with Preference Degree Awareness
    EMNLP 2024 ·
    Jian Li
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  53. Stylized Offline Reinforcement Learning: Extracting Diverse High-Quality Behaviors from Heterogeneous Datasets
    ICLR 2024 ·
    Yihuan Mao
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  54. Understanding the Training Speedup from Sampling with Approximate Losses
    ICML 2024 ·
    Rudrajit Das
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  55. Untrained Neural Nets for Snapshot Compressive Imaging: Theory and Algorithms
    NeurIPS 2024 ·
    Mengyu Zhao
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  56. Wear-Any-Way: Manipulable Virtual Try-on via Sparse Correspondence Alignment
    ECCV 2024 ·
    Mengting Chen
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