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Xiaocheng Feng

43 papers at tracked venues · 33 at CORE A* · active 2024–2026

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Venues

ACL ×22EMNLP ×10AAAI ×8NeurIPS ×2CVPR ×1

Frequent coauthors

Yangfan Ye
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Lei Huang
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Wenshuai Huo
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Qiming Li
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Weitao Ma
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Liang Zhao
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Xiachong Feng
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Zijian Li
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Xinmiao Yu
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Kun Zhu
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Yuxuan Gu
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Yichong Huang
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Papers

  1. Adaptive Backtracking for Privacy Protection in Large Language Models
    ACL 2026 ·
    Zhihao Yao
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  2. Breaking Language Preference in Multilingual RAG via Language-Controllable Retrieval and Language-Agnostic Reasoning
    ACL 2026 ·
    Wenshuai Huo
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  3. CCFQA: A Benchmark for Cross-Lingual and Cross-Modal Speech and Text Factuality Evaluation
    AAAI 2026 ·
    Yexing Du
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  4. Causal Tracing of Object Representations in Large Vision Language Models: Mechanistic Interpretability and Hallucination Mitigation
    AAAI 2026 ·
    Qiming Li
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  5. Culture-Aware Machine Translation in Large Language Models: Benchmarking and Investigation
    ACL 2026 ·
    Zekun Yuan
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  6. Fine-Mem: Fine-Grained Feedback Alignment for Long-Horizon Memory Management
    ACL 2026 ·
    Weitao Ma
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  7. ImplicitMemBench: Measuring Unconscious Behavioral Adaptation in Large Language Models
    ACL 2026 ·
    Chonghan Qin
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  8. LangGPS: Language Separability Guided Data Pre-Selection for Joint Multilingual Instruction Tuning
    AAAI 2026 ·
    Yangfan Ye
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  9. Learning Depth from Past Selves: Self-Evolution Contrast for Robust Depth Estimation
    AAAI 2026 ·
    Jing Cao
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  10. MPR-GUI: Benchmarking and Enhancing Multilingual Perception and Reasoning in GUI Agents
    ACL 2026 ·
    Ruihan Chen
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  11. Question Tells You Where the Answer Is: Intention-aware Long-Context KV Cache Compression
    ACL 2026 ·
    Liang Zhao
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  12. SAVOIR: Learning Social Savoir-Faire via Shapley-based Reward Attribution
    ACL 2026 ·
    Xiachong Feng
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  13. Stratagem: Learning Transferable Reasoning via Trajectory-Modulated Game Self-Play
    ACL 2026 ·
    Xiachong Feng
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  14. The Visual Prism: Refracting Images into Parallel Multilingual Descriptions with Structured Visual Guidance
    AAAI 2026 ·
    Chengpeng Fu
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  15. Two-Stage Parameter Alignment for Multi-LoRA Merging in Large Language Models
    ACL 2026 ·
    Zijian Li
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  16. Unlocking Multilingual Reasoning Capability of LLMs and LVLMs through Representation Engineering
    ACL 2026 ·
    Qiming Li
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  17. WebAnchor: Anchoring Agent Planning to Stabilize Long-Horizon Web Reasoning
    ACL 2026 ·
    Xinmiao Yu
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  18. x1: Learning to Think Adaptively Across Languages and Cultures
    ACL 2026 ·
    Yangfan Ye
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  19. Alleviating Hallucinations from Knowledge Misalignment in Large Language Models via Selective Abstention Learning
    ACL 2025 ·
    Lei Huang
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  20. CC-Tuning: A Cross-Lingual Connection Mechanism for Improving Joint Multilingual Supervised Fine-Tuning
    ACL 2025 ·
    Yangfan Ye
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  21. CLAIM: Mitigating Multilingual Object Hallucination in Large Vision-Language Models with Cross-Lingual Attention Intervention
    ACL 2025 ·
    Zekai Ye
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  22. CoMT: A Novel Benchmark for Chain of Multi-modal Thought on Large Vision-Language Models
    AAAI 2025 ·
    Zihui Cheng
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  23. Context-Aware Hierarchical Taxonomy Generation for Scientific Papers via LLM-Guided Multi-Aspect Clustering
    EMNLP 2025 ·
    Kun Zhu
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  24. Cross-Lingual Text-Rich Visual Comprehension: An Information Theory Perspective
    AAAI 2025 ·
    Xinmiao Yu
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  25. Enhancing Non-English Capabilities of English-Centric Large Language Models Through Deep Supervision Fine-Tuning
    AAAI 2025 ·
    Wenshuai Huo
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  26. FroM: Frobenius Norm-Based Data-Free Adaptive Model Merging
    EMNLP 2025 ·
    Zijian Li
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  27. From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems
    EMNLP 2025 ·
    Zekun Zhou
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  28. Improving Contextual Faithfulness of Large Language Models via Retrieval Heads-Induced Optimization
    ACL 2025 ·
    Lei Huang
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  29. Language-Specific Layer Matters: Efficient Multilingual Enhancement for Large Vision-Language Models
    EMNLP 2025 ·
    Yuchun Fan
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  30. Length Controlled Generation for Black-box LLMs
    ACL 2025 ·
    Yuxuan Gu
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  31. One for All: Update Parameterized Knowledge Across Multiple Models with Once Edit
    ACL 2025 ·
    Weitao Ma
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  32. Probing and Boosting Large Language Models Capabilities via Attention Heads
    EMNLP 2025 ·
    Dezhi Zhao
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  33. RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V Trustworthiness
    CVPR 2025 ·
    Tianyu Yu
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  34. Advancing Large Language Model Attribution through Self-Improving
    EMNLP 2024 ·
    Lei Huang
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  35. Aligning Translation-Specific Understanding to General Understanding in Large Language Models
    EMNLP 2024 ·
    Yichong Huang
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  36. An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation
    ACL 2024 ·
    Kun Zhu
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  37. Discrete Modeling via Boundary Conditional Diffusion Processes
    NeurIPS 2024 ·
    Yuxuan Gu
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  38. Ensemble Learning for Heterogeneous Large Language Models with Deep Parallel Collaboration
    NeurIPS 2024 ·
    Yichong Huang
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  39. Extending Context Window of Large Language Models from a Distributional Perspective
    EMNLP 2024 ·
    Yingsheng Wu
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  40. GlobeSumm: A Challenging Benchmark Towards Unifying Multi-lingual, Cross-lingual and Multi-document News Summarization
    EMNLP 2024 ·
    Yangfan Ye
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  41. Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models
    ACL 2024 ·
    Weihong Zhong
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  42. Learning Fine-Grained Grounded Citations for Attributed Large Language Models
    ACL 2024 ·
    Lei Huang
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  43. Length Extrapolation of Transformers: A Survey from the Perspective of Positional Encoding
    EMNLP 2024 ·
    Liang Zhao
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