PPaperPicks

Lidong Bing

Machine Intelligence Technology, DAMO Academy, Alibaba Group

44 papers at tracked venues · 30 at CORE A* · active 2024–2026

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Venues

ACL ×14NAACL ×8EMNLP ×6CVPR ×4ICLR ×4NeurIPS ×4AAAI ×1ICCV ×1ICML ×1VLDB ×1

Frequent coauthors

Xingxuan Li
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Yiran Zhao
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Yew Ken Chia
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Yao Xiao
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Guizhen Chen
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Chaoqun Liu
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Guanzheng Chen
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Wenxuan Zhang
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Sicong Leng
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Xuan-Phi Nguyen
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Huiming Wang
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Chuanrui Hu
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Papers

  1. EverMemOS: A Self-Organizing Memory Operating System for Structured Long-Horizon Reasoning
    ACL 2026 ·
    Chuanrui Hu
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  2. Revisiting Self-Play Preference Optimization: On the Role of Prompt Difficulty
    ACL 2026 ·
    Yao Xiao
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  3. UniME-V2: MLLM-as-a-Judge for Universal Multimodal Embedding Learning
    AAAI 2026 ·
    Tiancheng Gu
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  4. 2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining
    ICCV 2025 ·
    Wenqi Zhang
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  5. AdaMergeX: Cross-Lingual Transfer with Large Language Models via Adaptive Adapter Merging
    NAACL 2025 ·
    Yiran Zhao
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  6. Analyzing LLMs' Knowledge Boundary Cognition Across Languages Through the Lens of Internal Representations
    ACL 2025 ·
    Chenghao Xiao
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  7. Auto-Arena: Automating LLM Evaluations with Agent Peer Battles and Committee Discussions
    ACL 2025 ·
    Ruochen Zhao
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  8. Breaking the Memory Barrier of Contrastive Loss via Tile-Based Strategy
    CVPR 2025 ·
    Zesen Cheng
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  9. Can We Further Elicit Reasoning in LLMs? Critic-Guided Planning with Retrieval-Augmentation for Solving Challenging Tasks
    ACL 2025 ·
    Xingxuan Li
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  10. Chain of Ideas: Revolutionizing Research Via Novel Idea Development with LLM Agents
    EMNLP 2025 ·
    Long Li
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  11. ECBench: Can Multi-modal Foundation Models Understand the Egocentric World? A Holistic Embodied Cognition Benchmark
    CVPR 2025 ·
    Ronghao Dang
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  12. Evolving Prompts In-Context: An Open-ended, Self-replicating Perspective
    ICML 2025 ·
    Jianyu Wang
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  13. Finding the Sweet Spot: Preference Data Construction for Scaling Preference Optimization
    ACL 2025 ·
    Yao Xiao
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  14. FineReason: Evaluating and Improving LLMs' Deliberate Reasoning through Reflective Puzzle Solving
    ACL 2025 ·
    Guizhen Chen
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  15. Is Translation All You Need? A Study on Solving Multilingual Tasks with Large Language Models
    NAACL 2025 ·
    Chaoqun Liu
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  16. LongPO: Long Context Self-Evolution of Large Language Models through Short-to-Long Preference Optimization
    ICLR 2025 ·
    Guanzheng Chen
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  17. M-LongDoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework
    EMNLP 2025 ·
    Yew Ken Chia
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  18. MOOSE-Chem2: Exploring LLM Limits in Fine-Grained Scientific Hypothesis Discovery via Hierarchical Search
    NeurIPS 2025 ·
    Zonglin Yang
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  19. Neuro-Symbolic Integration Brings Causal and Reliable Reasoning Proofs
    NAACL 2025 ·
    Sen Yang
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  20. ParaICL: Towards Parallel In-Context Learning
    NAACL 2025 ·
    Xingxuan Li
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  21. Pruning General Large Language Models into Customized Expert Models
    ACL 2025 ·
    Yiran Zhao
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  22. SeaExam and SeaBench: Benchmarking LLMs with Local Multilingual Questions in Southeast Asia
    NAACL 2025 ·
    Chaoqun Liu
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  23. SeaLLMs 3: Open Foundation and Chat Multilingual Large Language Models for Southeast Asian Languages
    NAACL 2025 ·
    Wenxuan Zhang
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  24. The Curse of Multi-Modalities: Evaluating Hallucinations of Large Multimodal Models across Language, Visual, and Audio
    NeurIPS 2025 ·
    Sicong Leng
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  25. VideoRefer Suite: Advancing Spatial-Temporal Object Understanding with Video LLM
    CVPR 2025 ·
    Yuqian Yuan
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  26. AMR-Evol: Adaptive Modular Response Evolution Elicits Better Knowledge Distillation for Large Language Models in Code Generation
    EMNLP 2024 ·
    Ziyang Luo
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  27. CLEX: Continuous Length Extrapolation for Large Language Models
    ICLR 2024 ·
    Guanzheng Chen
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  28. Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources
    ICLR 2024 ·
    Xingxuan Li
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  29. Democratizing LLMs for Low-Resource Languages by Leveraging their English Dominant Abilities with Linguistically-Diverse Prompts
    ACL 2024 ·
    Xuan-Phi Nguyen
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  30. Evaluating Psychological Safety of Large Language Models
    EMNLP 2024 ·
    Xingxuan Li
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  31. Exploring the Potential of Large Language Models in Computational Argumentation
    ACL 2024 ·
    Guizhen Chen
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  32. How do Large Language Models Handle Multilingualism?
    NeurIPS 2024 ·
    Yiran Zhao
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  33. LLM-R2: A Large Language Model Enhanced Rule-based Rewrite System for Boosting Query Efficiency
    VLDB 2024 ·
    Zhaodonghui Li
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  34. Large Language Models can Contrastively Refine their Generation for Better Sentence Representation Learning
    NAACL 2024 ·
    Huiming Wang
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  35. Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models
    EMNLP 2024 ·
    Wenhao Shi
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  36. Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding
    CVPR 2024 ·
    Sicong Leng
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  37. Multilingual Jailbreak Challenges in Large Language Models
    ICLR 2024 ·
    Yue Deng
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  38. Order-Agnostic Data Augmentation for Few-Shot Named Entity Recognition
    ACL 2024 ·
    Huiming Wang
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  39. PuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Abstract Visual Patterns
    ACL 2024 ·
    Yew Ken Chia
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  40. Reasoning Paths Optimization: Learning to Reason and Explore From Diverse Paths
    EMNLP 2024 ·
    Yew Ken Chia
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  41. SeaLLMs - Large Language Models for Southeast Asia
    ACL 2024 ·
    Xuan-Phi Nguyen
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  42. Sentiment Analysis in the Era of Large Language Models: A Reality Check
    NAACL 2024 ·
    Wenxuan Zhang
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  43. Stabilize the Latent Space for Image Autoregressive Modeling: A Unified Perspective
    NeurIPS 2024 ·
    Yongxin Zhu
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  44. Towards Robust Temporal Reasoning of Large Language Models via a Multi-Hop QA Dataset and Pseudo-Instruction Tuning
    ACL 2024 ·
    Qingyu Tan
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